Archaic admixture in swept and non-swept haplotypes and regions

In [1]:
import re, os, sys, pickle, pickle
from pathlib import Path
import numpy
import pandas
import scipy
from pandas import DataFrame, Series
from sklearn.decomposition import PCA

# my own libaries
from GenomicWindows import window
import GenomicIntervals

numpy.random.seed(7)

Plotting setup:

In [2]:
%matplotlib inline

# Make inline plots vector graphics instead of raster graphics
from IPython.display import set_matplotlib_formats
#set_matplotlib_formats('pdf', 'svg')
set_matplotlib_formats('retina', 'png')

import matplotlib
import matplotlib.pyplot as plt
from matplotlib.colors import ListedColormap
from matplotlib.patches import Rectangle
from mpl_toolkits.basemap import Basemap
#matplotlib.rcParams['figure.figsize'] = (20.0, 10.0)

import mpld3

import seaborn as sns
sns.set()
sns.set_style("whitegrid")
sns.set_context("paper")

# lowess for plotting
from statsmodels.nonparametric.smoothers_lowess import lowess

set1 = {'red': '#e41a1c', 'blue': '#377eb8', 'green': '#4daf4a',
        'purple': '#984ea3', 'orange': '#ff7f00', 
        'yellow': '#ffff33', 'brown': '#a65628'}


def stairs(df, start='start', end='end', pos='pos', endtrim=0):
    "Turn a df with start, end into one with pos to plot as stairs"
    df1 = df.copy(deep=True)
    df2 = df.copy(deep=True)
    df1[pos] = df1[start]
    df2[pos] = df2[end] - endtrim
    return pandas.concat([df1, df2]).sort_values([start, end])

Ignore deprecation warnings from mainly seaborn:

In [3]:
# silence deprecation warnings (lots from seaborn)
import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning) 
warnings.filterwarnings("ignore", category=numpy.VisibleDeprecationWarning)

Analysis dirs:

In [4]:
root_dir = Path(os.environ['HOME'], 'simons/faststorage/people/kmt')
meta_data_dir = Path(os.environ['HOME'], 'simons/faststorage/data/metadata')
steps_dir = root_dir / 'steps'
argweaver_dir = steps_dir / 'argweaver/output'
results_dir = root_dir / 'results'
figures_dir = root_dir / 'figures'
data_dir = root_dir / 'data'
pi_dir = steps_dir / 'pi_stores'
dist_dir = steps_dir / 'dist_stores'
#pi_dir = root_dir / 'old_pi_stores'
male_x_haploid_dir = steps_dir / 'male_x_haploids'

Import variables global to the entire analysis:

In [5]:
import analysis_globals

Local code in the scripts dir on the cluster:

In [6]:
scripts_dir = root_dir / 'scripts'
if str(scripts_dir) not in sys.path:
    sys.path.append(str(scripts_dir))

import simons_meta_data
import hg19_chrom_sizes

from toggle_code_and_errors import toggle_code_html, toggle_errors_html

Convenience functions

In [7]:
def silent_nanmean(x):
    with warnings.catch_warnings():
        warnings.simplefilter("ignore")
        return numpy.nanmean(x)
    
def ident_scalar(s):
    x = s.unique()
    assert(len(x)) == 1
    return x[0]

Load meta data

In [8]:
# easy loading of meta data in a consistent manner across code
individuals, populations, regions = simons_meta_data.get_meta_data(meta_data_dir=meta_data_dir)

chromosome_lengths = dict((k.replace('chr', ''), v) for k, v in hg19_chrom_sizes.hg19_chrom_sizes.items())

pop_categories = pandas.read_hdf(str(results_dir / 'population_categories.store'), 'sr')
region_categories = pandas.read_hdf(str(results_dir / 'region_categories.store'), 'sr')

region_colors = dict(zip(list(region_categories), 
                         ['#e41a1c', '#377eb8',  '#984ea3', '#4daf4a',
                          '#ff7f00', '#ffff33', '#a65628']))

Sweep and admixture data

In [9]:
admix_windows_chrX = pandas.read_hdf(results_dir / 'male_x_admix_windows.hdf')
admix_windows_chrX.head()
Out[9]:
chrom name start end nr_admix_tracts mean_post_prob archaic_snps denisova_snps tot_admix_len altai_snps vindija_snps admix_prop level_1 bases_analyzed
0 X B_Australian-4 0 100000 0 NaN NaN NaN 0 NaN NaN NaN 0 1337
1 X B_Australian-4 100000 200000 0 NaN NaN NaN 0 NaN NaN NaN 1 5045
2 X B_Australian-4 200000 300000 0 NaN NaN NaN 0 NaN NaN NaN 2 9875
3 X B_Australian-4 300000 400000 0 NaN 0.0 0.0 0 0.0 0.0 0.0 3 26649
4 X B_Australian-4 400000 500000 0 NaN 0.0 0.0 0 0.0 0.0 0.0 4 22968
In [10]:
admix_windows_chrX_full = pandas.read_hdf(results_dir / 'male_x_admix_windows_full.hdf')
admix_windows_chrX_full.head()
Out[10]:
chrom name start end nr_admix_tracts tot_admix_len mean_post_prob admix_prop level_1 bases_analyzed
0 X B_Australian-4 0 100000 0 0 NaN NaN 0 1602
1 X B_Australian-4 100000 200000 0 0 NaN NaN 1 6492
2 X B_Australian-4 200000 300000 0 0 NaN NaN 2 14598
3 X B_Australian-4 300000 400000 0 0 NaN 0.0 3 37371
4 X B_Australian-4 400000 500000 0 0 NaN 0.0 4 31532
In [11]:
sweep_data = pandas.read_hdf(results_dir / 'sweep_data.hdf')

# analysis without repeats
merged_data = (sweep_data.merge(admix_windows_chrX, how='left',
                                right_on=['name', 'start', 'end'], 
                                left_on=['indiv_1', 'start', 'end'])
               .loc[lambda df: df.not_missing == True] # only windows where enough individuals are called
              )

# analysis including repeats
merged_data_full = (sweep_data.merge(admix_windows_chrX_full, how='left',
                                right_on=['name', 'start', 'end'], 
                                left_on=['indiv_1', 'start', 'end'])
               .loc[lambda df: df.not_missing == True] # only windows where enough individuals are called
              )
In [74]:
df = merged_data[['name', 'start', 'admix_prop']].merge(merged_data_full[['name', 'start', 'admix_prop']], 
                                                   on=['name', 'start'], how='outer')
In [80]:
((~df.admix_prop_x.isnull() & ~df.admix_prop_y.isnull()).sum(), 
 (df.admix_prop_x.isnull() & ~df.admix_prop_y.isnull()).sum())
Out[80]:
(169377, 23766)
In [12]:
g = sns.distplot(merged_data.prop_indivs_missing)

Global admixture proportions

In [13]:
merged_data.loc[lambda df: df.region_1 != 'Africa', 'admix_prop'].mean()
Out[13]:
0.0080504436847978183
In [14]:
merged_data.groupby('region_1')['admix_prop'].mean()
Out[14]:
region_1
Africa                     NaN
WestEurasia           0.006498
SouthAsia             0.008298
CentralAsiaSiberia    0.004931
Oceania               0.014618
EastAsia              0.008455
America               0.005812
Name: admix_prop, dtype: float64
In [15]:
merged_data.head()
Out[15]:
indiv_1 start end pop_1 region_label_1 region_id_1 region_1 mean_dist mean_dist_af mean_dist_to_africans ... nr_admix_tracts mean_post_prob archaic_snps denisova_snps tot_admix_len altai_snps vindija_snps admix_prop level_1 bases_analyzed
27 B_Australian-4 2700000 2800000 Australian Oceania 4 Oceania 0.001051 0.001051 0.001735 ... 0.0 NaN 0.0 0.0 0.0 0.0 0.0 0.0 27.0 31236.0
28 B_Australian-4 2800000 2900000 Australian Oceania 4 Oceania 0.000633 0.000623 0.001109 ... 0.0 NaN 0.0 0.0 0.0 0.0 0.0 0.0 28.0 27918.0
29 B_Australian-4 2900000 3000000 Australian Oceania 4 Oceania 0.000377 0.000318 0.000844 ... 0.0 NaN 0.0 0.0 0.0 0.0 0.0 0.0 29.0 31151.0
30 B_Australian-4 3000000 3100000 Australian Oceania 4 Oceania 0.001087 0.001087 0.001078 ... 0.0 NaN 0.0 0.0 0.0 0.0 0.0 0.0 30.0 41200.0
31 B_Australian-4 3100000 3200000 Australian Oceania 4 Oceania 0.001212 0.001205 0.001544 ... 0.0 NaN 0.0 0.0 0.0 0.0 0.0 0.0 31.0 45155.0

5 rows × 47 columns

Admixture segments across the X chromosome

In [16]:
extended_peak_regions_10 = pandas.read_hdf(analysis_globals.results_dir / 'extended_peak_regions_10%.hdf')
extended_peak_regions_75 = pandas.read_hdf(analysis_globals.results_dir / 'extended_peak_regions_75%.hdf')
extended_peak_regions_90 = pandas.read_hdf(analysis_globals.results_dir / 'extended_peak_regions_90%.hdf')
human_chimp_low_ils_regions_chrX = pandas.read_hdf(results_dir / 'human_chimp_low_ils_regions_chrX.hdf')
ampliconic_regions = pandas.read_hdf(results_dir / 'ampliconic_regions.hdf')
In [17]:
with sns.plotting_context('notebook', font_scale=0.5):
    plt.figure(figsize=(20, 20))
    sns.heatmap(merged_data.loc[merged_data.region_1 != 'Africa'].pivot('indiv_1', 'start', 'admix_prop'), cmap="YlGnBu")
In [18]:
with sns.plotting_context('notebook', font_scale=0.5):
    fig, axes = plt.subplots(6, 1, figsize=(25,20), sharex=True)
    for i, region in enumerate(['WestEurasia', 'CentralAsiaSiberia', 'SouthAsia', 'Oceania', 'EastAsia', 'America']):
        df = merged_data.loc[merged_data.region_label_1 == region]
        table = df.pivot('indiv_1', 'start', 'admix_prop')
        ax = sns.heatmap(table, ax=axes[i], cmap="YlGnBu")
        axes[i].set_title(region)

Admixture proportions in stratified by never_swept

In [19]:
merged_data.groupby('never_swept')['admix_prop'].agg(['mean', 'count'])
Out[19]:
mean count
never_swept
False 0.003702 51496
True 0.009950 117881
In [20]:
merged_data.groupby('never_swept_af')['admix_prop'].agg(['mean', 'count'])
Out[20]:
mean count
never_swept_af
False 0.004471 54155
True 0.009733 115222
In [21]:
merged_data.groupby(['never_swept', 'never_swept_af'])['admix_prop'].agg(['mean', 'count'])
Out[21]:
mean count
never_swept never_swept_af
False False 0.003702 51496
True False 0.019357 2659
True 0.009733 115222

Test difference between never_swept True and False:

In [22]:
scipy.stats.ttest_ind(merged_data.loc[merged_data.never_swept == True, 'admix_prop'],
                      merged_data.loc[merged_data.never_swept == False, 'admix_prop'],
                      nan_policy='omit'
                     )
Out[22]:
Ttest_indResult(statistic=15.826293449184677, pvalue=2.2497320167297734e-56)
In [23]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.plotting_context('paper', font_scale=1.2):
        with sns.axes_style('whitegrid'):
            fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(8,4))
            g1 = sns.barplot(x="not_never_swept", y="admix_prop", 
                             data=merged_data.assign(not_never_swept=~merged_data.never_swept), 
                             ax=ax1, n_boot=1000)
            g2 = sns.barplot(x="not_never_swept_af", y="admix_prop", 
                                data=merged_data.assign(not_never_swept_af=~merged_data.never_swept_af), 
                             ax=ax2)
            
            g1.set_ylabel("Admixture proportion")
            g2.set_ylabel("")
            g1.set_xlabel("All data used when evaluating\npairwise differences")
            g2.set_xlabel("Admixture segments ignored\nwhen evaluating pairwise differences")
            
            g1.set_xticklabels(['Regions not swept', 'Swept regions'])
            g2.set_xticklabels(['Regions not swept', 'Swept regions'])

            
            plt.tight_layout()
            
            plt.savefig(str(figures_dir / 'admix_in_swept_regions.pdf'))
            plt.savefig(str(figures_dir / 'admix_in_swept_regions.png'))
In [24]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.plotting_context('paper', font_scale=1.2):
        with sns.axes_style('whitegrid'):
            fig, ax2 = plt.subplots(1, figsize=(5,4))
            g = sns.barplot(x="not_never_swept_af", y="admix_prop", 
                                data=merged_data.assign(not_never_swept_af=~merged_data.never_swept_af), 
                             ax=ax2)
            
            g.set_ylabel("Admixture proportion")
            g.set_xlabel('')
            g.set_xticklabels(['Regions not swept', 'Swept regions'])
                        
            plt.tight_layout()
            
            plt.savefig(str(figures_dir / 'admix_in_swept_regions_af.pdf'))

Admixture proportions only in windows that are swept in some males and not in others

In [25]:
df = (merged_data.loc[lambda df: (df.partial_sweep_win == True),# & (df.conserv_swept_group != 'ambig'),
                          ['indiv_1', 'region_1', 'start', 'swept', 'admix_prop']]
      
                  # removing 'ambig' creates windows that does not have both swept and non-swept
                  # so we need to filter to get only windows that include both calls:
                  .groupby(['start']).filter(lambda df: set(df['swept']) == set([False, True]))
      
           .melt(id_vars=['indiv_1', 'region_1', 'start', 'admix_prop'], 
                 value_vars=['swept'], 
                 var_name='call',
                value_name='is_swept')
          )

df_af = (merged_data.loc[lambda df: (df.partial_sweep_win_af == True),# & (df.conserv_swept_group_af != 'ambig'),
                          ['indiv_1', 'region_1', 'start', 'swept_af', 'admix_prop']]
         
         
                  # removing 'ambig' creates windows that does not have both swept and non-swept
                  # so we need to filter to get only windows that include both calls:
                  .groupby(['start']).filter(lambda df: set(df['swept_af']) == set([False, True]))
         
           .melt(id_vars=['indiv_1', 'region_1', 'start', 'admix_prop'], 
                 value_vars=['swept_af'], 
                 var_name='call',
                value_name='is_swept')
          )

plot_df = pandas.concat([df, df_af])
plot_df['region_1'] = plot_df.region_1.astype('category').cat.set_categories(
    ['Africa', 'WestEurasia', 'SouthAsia', 'CentralAsiaSiberia', 'Oceania', 'EastAsia', 'America'])

plot_df = plot_df.loc[lambda df: df.region_1 != 'Africa']


# plot_df['region_1'] 
plot_df['region_1'] = plot_df.region_1.cat.remove_unused_categories()

plot_df.head()
Out[25]:
indiv_1 region_1 start admix_prop call is_swept
0 B_Australian-4 Oceania 10200000 0.0 swept False
1 B_Australian-4 Oceania 10300000 0.0 swept False
2 B_Australian-4 Oceania 10400000 0.0 swept False
3 B_Australian-4 Oceania 10500000 0.0 swept False
4 B_Australian-4 Oceania 10600000 0.0 swept False
In [26]:
df = plot_df.groupby(['call', 'is_swept'])['admix_prop'].agg(['mean', 'sem'])
df
Out[26]:
mean sem
call is_swept
swept False 0.005676 0.000352
True 0.000103 0.000041
swept_af False 0.005791 0.000350
True 0.000606 0.000139

Reduction in admixture proportion in ECHs compared to ECHs in the same windows

In [27]:
(df.loc[('swept', False), 'mean'] - df.loc[('swept', True), 'mean']) / df.loc[('swept', False), 'mean']
Out[27]:
0.98189987131767809

Plots are based on this many 100kb windows along the chromosome:

In [28]:
plot_df.start.drop_duplicates().size
Out[28]:
455
In [29]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('ticks'):
        with sns.plotting_context('paper', font_scale=1.2):
            g = sns.FacetGrid(row='is_swept', col='call', hue='is_swept', data=plot_df, sharex=True, sharey=True)
            g.map(plt.hist, 'admix_prop', bins=numpy.linspace(0, 1, 50))
            
#             g = sns.stripplot(x='call', y='admix_prop', hue='is_swept', jitter=True, dodge=True, data=plot_df)
#             g.set_ylabel('Mean admixture proportion')
#             g.set_xlabel('')
#             g.set_xticklabels(['All data used when evaluating\npairwise differences', 
#                                'Admixture segments ignored\nwhen evaluating pairwise distances'])
            
            [ax.set_yscale('log') for ax in g.axes.flat]
In [30]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('ticks'):
        with sns.plotting_context('paper', font_scale=1.2):
            g = sns.stripplot(x='call', y='admix_prop', hue='is_swept', jitter=True, dodge=True, data=plot_df)
            g.set_ylabel('Mean admixture proportion')
            g.set_xlabel('')
            g.set_xticklabels(['All data used when evaluating\npairwise differences', 
                               'Admixture segments ignored\nwhen evaluating pairwise distances'])
#            g.set_yscale('log')
In [31]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('ticks'):
        with sns.plotting_context('paper', font_scale=1.2):
            plt.figure(figsize=(15,7))
            g = sns.scatterplot(x='start', y='admix_prop', style='call', hue='is_swept', markers=['^', 'o'], data=plot_df)
            g.set_ylabel('Mean admixture proportion')
In [32]:
#pandas.pivot_table(plot_df, index=['start', 'admix_prop'], columns='is_swept')
In [33]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('ticks'):
        with sns.plotting_context('paper', font_scale=1.2):
            g = sns.barplot(x='call', y='admix_prop', hue='is_swept', data=plot_df)
            g.set_ylabel('Mean admixture proportion')
            g.set_xlabel('')
            g.set_xticklabels(['All data used when evaluating\npairwise differences', 
                               'Admixture segments ignored\nwhen evaluating pairwise distances'])
            g.get_legend().set_title('Is swept')
            handles, labels = g.get_legend_handles_labels()

            g.legend(handles, ['Not swept', 'Swept'],
                     # bbox_to_anchor=(1., 1.0),  loc='upper left',
                     bbox_to_anchor=(0., 1.02, 1., .102), loc='upper center',
                     ncol=2
                    )
            
            sns.despine(trim=True, offset=10)

            plt.tick_params(
            axis='x',          # changes apply to the x-axis
            which='both',      # both major and minor ticks are affected
            bottom=False,      # ticks along the bottom edge are off
            top=False,         # ticks along the top edge are off
            ) # labels along the bottom edge are off
            plt.gca().axes.spines['bottom'].set_visible(False)
                
            plt.savefig(str(figures_dir / 'admix_prop_by_call.pdf'))
            plt.savefig(str(figures_dir / 'admix_prop_by_call.png'))
In [34]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('whitegrid'):
        with sns.plotting_context('paper', font_scale=1.2):
            g = sns.barplot(x='is_swept', y='admix_prop', 
                            data=plot_df.loc[lambda df: df.call == 'swept_af']
                           )
            g.set_ylabel('Mean admixture proportion')
            g.set_xlabel('')
            g.set_xticklabels(['Haplotypes not swept', 'Swept haplotypes'])

            plt.savefig(str(figures_dir / 'admix_prop_af.pdf'))
            plt.savefig(str(figures_dir / 'admix_prop_af.png'))
In [35]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('whitegrid'):
        with sns.plotting_context('paper', font_scale=1.0):
            
            fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 7), sharey=True)

            g = sns.stripplot(x='region_1', y='admix_prop', hue='is_swept', jitter=True, dodge=True,
                            data=plot_df.loc[lambda df: df.call == 'swept'], ax=ax1)

            g.set_ylabel('Admixture proportion')
            g.set_xlabel('')
            g.get_legend().set_title('Is swept')
            handles, labels = g.get_legend_handles_labels()
            g.legend(handles, ['Not swept', 'Swept'],
                     # bbox_to_anchor=(1., 1.0),  loc='upper left',
                     bbox_to_anchor=(0., 1.08, 1., .108), loc='upper center',
                     ncol=2
                    )
            ax1.set_title('All data used when evaluating pairwise differences')
            
            g = sns.stripplot(x='region_1', y='admix_prop', hue='is_swept', jitter=True, dodge=True,
                            data=plot_df.loc[lambda df: df.call == 'swept_af'], ax=ax2)
            g.set_ylabel('Admixture proportion')
            g.set_xlabel('')

            ax2.legend().set_visible(False)
            ax2.set_title('Admixture segments ignored when evaluating pairwise distances')
In [36]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('whitegrid'):
        with sns.plotting_context('paper', font_scale=1.0):
            
            fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(7, 7), sharey=True)

            g = sns.barplot(x='region_1', y='admix_prop', hue='is_swept', 
                            data=plot_df.loc[lambda df: df.call == 'swept'], ax=ax1)

            g.set_ylabel('Admixture proportion')
            g.set_xlabel('')
            g.get_legend().set_title('Is swept')
            handles, labels = g.get_legend_handles_labels()
            g.legend(handles, ['Not swept', 'Swept'],
                     # bbox_to_anchor=(1., 1.0),  loc='upper left',
                     bbox_to_anchor=(0., 1.08, 1., .108), loc='upper center',
                     ncol=2
                    )
            ax1.set_title('All data used when evaluating pairwise differences')
            
            g = sns.barplot(x='region_1', y='admix_prop', hue='is_swept', 
                            data=plot_df.loc[lambda df: df.call == 'swept_af'], ax=ax2)
            g.set_ylabel('Admixture proportion')
            g.set_xlabel('')

            ax2.legend().set_visible(False)
            ax2.set_title('Admixture segments ignored when evaluating pairwise distances')

            plt.savefig(str(figures_dir / 'admix_prop_by_call_and_region.pdf'))
            plt.savefig(str(figures_dir / 'admix_prop_by_call_and_region.png'))
In [37]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.axes_style('whitegrid'):
        with sns.plotting_context('paper', font_scale=1.3):
            
            fig, ax = plt.subplots(1, 1, figsize=(9, 4))
                
            g = sns.barplot(x='region_1', y='admix_prop', hue='is_swept', 
                            data=plot_df.loc[lambda df: df.call == 'swept'], ax=ax)

            g.set_ylabel('Admixture proportion')
            g.set_xlabel('')
            g.get_legend().set_title('Is swept')
            handles, labels = g.get_legend_handles_labels()
            g.legend(handles, ['Not swept', 'Swept'],
                     # bbox_to_anchor=(1., 1.0),  loc='upper left',
                     bbox_to_anchor=(0., 1.08, 1., .108), loc='upper center',
                     ncol=2
                    )

            g.legend(handles, ['Not swept', 
                               'Swept',
                              ],
                     loc='upper right',
                     ncol=1
                    )
            plt.savefig(str(figures_dir / 'admix_prop_by_region.pdf'))
In [38]:
with sns.color_palette(["#3662AE", "#86A7D9", "#C52900", "#FB7D5D"]):
    with sns.axes_style('whitegrid'):
        with sns.plotting_context('paper', font_scale=1.0):
            
            fig, ax1 = plt.subplots(1, 1, figsize=(7, 4))

            g = sns.barplot(x='region_1', y='admix_prop', hue='label', 
                            data=plot_df.assign(label=plot_df.call.astype(str) + "_" + plot_df.is_swept.astype(str)), 
                            hue_order=['swept_False', 'swept_af_False', 'swept_True', 'swept_af_True'],
                            ax=ax1,
                            errwidth=2,
                            #width = .8
                           )

            g.set_ylabel('Admixture proportion')
            g.set_xlabel('')
            g.get_legend().set_title('Is swept')
            handles, labels = g.get_legend_handles_labels()
            g.legend(handles, ['Not swept', 
                               'Not swept (admix. masked)',
                               'Swept',
                               'Swept (admix. masked)',
                              ],
                     #bbox_to_anchor=(1., 1.0),  loc='upper left',
                     loc='upper right',
#                     bbox_to_anchor=(0., 1.08, 1., .108), loc='upper center',
                     ncol=1
                    )

            plt.savefig(str(figures_dir / 'admix_prop_by_call_and_region_version2.pdf'))

Admixture proportions:

In [39]:
(plot_df
 .groupby(['call', 'region_1', 'is_swept'])['admix_prop']
 .agg(['mean', 'sem'])
)
Out[39]:
mean sem
call region_1 is_swept
swept WestEurasia False 0.005134 0.000540
True 0.000036 0.000026
SouthAsia False 0.005397 0.000753
True 0.000306 0.000146
CentralAsiaSiberia False 0.002584 0.000874
True 0.000000 0.000000
Oceania False 0.011325 0.001518
True 0.000000 0.000000
EastAsia False 0.004593 0.000717
True 0.000119 0.000119
America False 0.005127 0.001285
True 0.000000 0.000000
swept_af WestEurasia False 0.005244 0.000540
True 0.000295 0.000179
SouthAsia False 0.005096 0.000717
True 0.000850 0.000323
CentralAsiaSiberia False 0.002237 0.000802
True 0.000327 0.000327
Oceania False 0.012244 0.001561
True 0.001536 0.000859
EastAsia False 0.005140 0.000736
True 0.000338 0.000195
America False 0.004362 0.001201
True 0.001141 0.000525

In the admixture filtered analysis, confidence intervals for mean admixture proportions overlap, or nearly overlap zero. Add to that that Laurit's method has a false positive rate of 5-10%.

In [40]:
(plot_df.loc[lambda df: (df.call=='swept_af') & (df.is_swept==True)]
 .groupby(['call', 'region_1', 'is_swept'])['admix_prop']
 .agg(['mean', 'sem'])
 .reset_index()
 .assign(non_zero=lambda df: df['mean']-1.96*df['sem'])
)
Out[40]:
call region_1 is_swept mean sem non_zero
0 swept_af WestEurasia True 0.000295 0.000179 -0.000056
1 swept_af SouthAsia True 0.000850 0.000323 0.000218
2 swept_af CentralAsiaSiberia True 0.000327 0.000327 -0.000314
3 swept_af Oceania True 0.001536 0.000859 -0.000149
4 swept_af EastAsia True 0.000338 0.000195 -0.000045
5 swept_af America True 0.001141 0.000525 0.000113

Chromosome wide admixture proportion excluding the swept haplotypes we call:

Compute mean admixture of each 100kb window when sweept windows are excluded and then compute chromosome mean:

In [41]:
chrom_admix_without_sweeps = (plot_df
 .loc[lambda df: (df.call=='swept_af') & (df.is_swept==False)]
 .groupby(['start'])
 .agg('mean')
 .reset_index()
 .agg(['mean', 'sem'])
 .transpose()
 .assign(upper=lambda df: df['mean'] + 1.96*df['sem'],
         lower=lambda df: df['mean'] - 1.96*df['sem'])
 .loc[['admix_prop']]                              
)
chrom_admix_without_sweeps
Out[41]:
mean sem lower upper
admix_prop 0.00642 0.000882 0.004692 0.008148
In [42]:
chrom_admix = (plot_df
 .groupby(['start'])
 .agg('mean')
 .reset_index()
 .agg(['mean', 'sem'])
 .transpose()
 .assign(upper=lambda df: df['mean'] + 1.96*df['sem'],
         lower=lambda df: df['mean'] - 1.96*df['sem'])
 .loc[['admix_prop']]                              
)
chrom_admix
Out[42]:
mean sem lower upper
admix_prop 0.003954 0.00052 0.002936 0.004972
In [43]:
(chrom_admix_without_sweeps['mean'] - chrom_admix['mean']) / chrom_admix_without_sweeps['mean']
Out[43]:
admix_prop    0.384096
Name: mean, dtype: float64

Same but by region:

In [44]:
chrom_admix_without_sweeps_by_region = (plot_df
 .loc[lambda df: (df.call=='swept_af') & (df.is_swept==False)]
 .groupby(['region_1', 'start'])
 .agg('mean')
 .reset_index()
 .groupby('region_1')['admix_prop']
 .agg(['mean', 'sem'])
 .assign(upper=lambda df: df['mean'] + 1.96*df['sem'],
         lower=lambda df: df['mean'] - 1.96*df['sem'])
)
chrom_admix_without_sweeps_by_region
Out[44]:
mean sem lower upper
region_1
WestEurasia 0.005502 0.000912 0.003715 0.007289
SouthAsia 0.006840 0.001250 0.004391 0.009289
CentralAsiaSiberia 0.003236 0.001436 0.000423 0.006050
Oceania 0.011575 0.002137 0.007387 0.015764
EastAsia 0.005231 0.001242 0.002797 0.007665
America 0.003976 0.001853 0.000345 0.007607

Same computation but inlcuding all windows for al individuals:

In [45]:
chrom_admix_by_region = (plot_df
 .groupby(['region_1', 'start'])
 .agg('mean')
 .reset_index()
 .groupby('region_1')['admix_prop']
 .agg(['mean', 'sem'])
 .assign(upper=lambda df: df['mean'] + 1.96*df['sem'],
         lower=lambda df: df['mean'] - 1.96*df['sem'])
)
chrom_admix_by_region
Out[45]:
mean sem lower upper
region_1
WestEurasia 0.003596 0.000554 0.002509 0.004683
SouthAsia 0.003646 0.000551 0.002566 0.004725
CentralAsiaSiberia 0.001468 0.000594 0.000304 0.002631
Oceania 0.008838 0.001740 0.005429 0.012248
EastAsia 0.003227 0.000673 0.001909 0.004545
America 0.003098 0.001297 0.000556 0.005641

How much higher would the chromosome average admixture level be if we take out swept haplotypes:

In [46]:
(chrom_admix_without_sweeps_by_region['mean'] - chrom_admix_by_region['mean']) / chrom_admix_without_sweeps_by_region['mean']
Out[46]:
region_1
WestEurasia           0.346371
SouthAsia             0.467020
CentralAsiaSiberia    0.546471
Oceania               0.236456
EastAsia              0.383098
America               0.220769
Name: mean, dtype: float64

Plot below is not for use but only for keeping as template in case I do a more thorough analysis on Laurits larger Papuan set.

In [47]:
sweep_and_admix_data_subset = (merged_data
                               .groupby(['start'])
                               .filter(lambda df: df.swept.sum() > 0)
                              )

with sns.color_palette([set1['blue'], set1['red']]):
    with sns.plotting_context('paper'):
        with sns.axes_style('whitegrid'):
            fig, (ax1, ax2) = plt.subplots(2,1, figsize=(8,8))
#             g = sns.barplot(x="region_1", y="admix_prop", hue='swept', 
#                             data=merged_data.loc[lambda df: (df.never_win_swept == False) & (df.conserv_swept_group != 'ambig')], 
#                             ax=ax1, n_boot=1000)
            ax1.grid(False)
            ax1.set_title("All")

            extra_ax = ax1.twinx()
            sns.barplot(x='region_1', y='altai_snps', hue='swept', data=sweep_and_admix_data_subset, ax=extra_ax,
                         facecolor=(1, 0, 0, 0), errwidth=1, capsize=0.2, errcolor="red")
            sns.barplot(x='region_1', y='vindija_snps', hue='swept', data=sweep_and_admix_data_subset, ax=extra_ax,
                         facecolor=(1, 0, 0, 0), errwidth=1, capsize=0.2, errcolor="pink")
            sns.barplot(x='region_1', y='denisova_snps', hue='swept', data=sweep_and_admix_data_subset, ax=extra_ax,
                         facecolor=(1, 0, 0, 0), errwidth=1, capsize=0.2, errcolor="orange")
            extra_ax.grid(False)
            extra_ax.legend_.remove()

            for item in g.get_xticklabels():
                item.set_rotation(25)

#             g = sns.barplot(x="region_1", y="admix_prop", hue='swept_af', 
#                 data=merged_data.loc[lambda df: (df.never_win_swept_af == False) & (df.conserv_swept_group_af != 'ambig')], 
#                             ax=ax2, n_boot=1000)
            ax2.grid(False)
            ax2.set_title("Admixture segments removed")


            for item in g.get_xticklabels():
                item.set_rotation(25)
                
            plt.tight_layout()
            
#            plt.savefig(str(figures_dir / 'admix_and_sweeps_by_region.png'))
In [48]:
with sns.color_palette([set1['blue'], set1['red']]):
    with sns.plotting_context('paper'):
        with sns.axes_style('whitegrid'):
            fig, (ax1, ax2) = plt.subplots(2,1, figsize=(8,8))

            ax1.grid(False)
            sns.boxplot(x='region_1', y='altai_snps', hue='swept_af', data=sweep_and_admix_data_subset, ax=ax1,
                         color="red")
#             sns.boxplot(x='region_1', y='vindija_snps', hue='swept', data=sweep_and_admix_data_subset, ax=ax1,
#                          color="pink")
#             sns.boxplot(x='region_1', y='denisova_snps', hue='swept', data=sweep_and_admix_data_subset, ax=ax1,
#                          color="orange")

            for item in g.get_xticklabels():
                item.set_rotation(25)

            g = sns.barplot(x="region_1", y="admix_prop", hue='swept_af', 
                data=merged_data.loc[lambda df: (df.never_win_swept_af == False) & (df.conserv_swept_group_af != 'ambig')], 
                            ax=ax2, n_boot=1000)
            ax2.grid(False)
            ax2.set_title("Mean admixture proportions")


            for item in g.get_xticklabels():
                item.set_rotation(25)
                
            plt.tight_layout()
            
#            plt.savefig(str(figures_dir / 'admix_and_sweeps_by_region.png'))

Which swept windows have admixture when calling with admix filter?

In [49]:
with pandas.option_context('display.max_rows', None, 'display.max_columns', None):
    display(merged_data.loc[lambda df: (df.never_win_swept_af == False) & \
#                            (df.conserv_swept_group_af != 'ambig') &  \
                            (df.admix_prop > 0)]
            .sort_values(by=['admix_prop'], ascending=False))
indiv_1 start end pop_1 region_label_1 region_id_1 region_1 mean_dist mean_dist_af mean_dist_to_africans mean_dist_to_africans_af prop_indivs_missing win_swept win_swept_af called called_af clade_mean_dist clade_mean_dist_af clade_size clade_size_af run_id run_length swept run_id_af run_length_af swept_af not_missing never_swept never_swept_af never_win_swept never_win_swept_af conserv_swept_group conserv_swept_group_af partial_sweep_win partial_sweep_win_af chrom name nr_admix_tracts mean_post_prob archaic_snps denisova_snps tot_admix_len altai_snps vindija_snps admix_prop level_1 bases_analyzed
142258 S_Kinh-2 102600000 102700000 Kinh EastAsia 5 EastAsia 0.000549 NaN 0.000523 NaN 0.000000 False False False False NaN NaN 1.0 NaN 33 31 False 33 31 False True True True False False no no False False X S_Kinh-2 1.0 0.918264 42.0 11.0 100000.0 26.0 27.0 1.00 1026.0 32728.0
195087 S_Papuan-7 108700000 108800000 Papuan Oceania 4 Oceania 0.000462 NaN 0.000758 NaN 0.000000 False False False False NaN NaN 0.0 NaN 19 100 False 19 100 False True True True False False no no False False X S_Papuan-7 1.0 0.852158 19.0 6.0 100000.0 9.0 12.0 1.00 1087.0 32476.0
193517 S_Papuan-6 106900000 107000000 Papuan Oceania 4 Oceania 0.000659 NaN 0.000663 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 100000.0 48.0 52.0 1.00 1069.0 55991.0
193518 S_Papuan-6 107000000 107100000 Papuan Oceania 4 Oceania 0.000825 NaN 0.000825 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 100000.0 48.0 52.0 1.00 1070.0 50612.0
193519 S_Papuan-6 107100000 107200000 Papuan Oceania 4 Oceania 0.001124 NaN 0.001091 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 100000.0 48.0 52.0 1.00 1071.0 37023.0
89426 S_Estonian-1 96200000 96300000 Estonian WestEurasia 1 WestEurasia 0.000836 NaN 0.000837 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 135 False 31 135 False True True True False False no no False False X S_Estonian-1 1.0 0.967150 55.0 1.0 100000.0 11.0 25.0 1.00 962.0 55553.0
89425 S_Estonian-1 96100000 96200000 Estonian WestEurasia 1 WestEurasia 0.000727 NaN 0.000760 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 135 False 31 135 False True True True False False no no False False X S_Estonian-1 1.0 0.967150 55.0 1.0 100000.0 11.0 25.0 1.00 961.0 62705.0
89424 S_Estonian-1 96000000 96100000 Estonian WestEurasia 1 WestEurasia 0.000749 NaN 0.000870 NaN 0.000000 False False False False NaN NaN 1.0 NaN 31 135 False 31 135 False True True True False False no no False False X S_Estonian-1 1.0 0.967150 55.0 1.0 100000.0 11.0 25.0 1.00 960.0 49425.0
193520 S_Papuan-6 107200000 107300000 Papuan Oceania 4 Oceania 0.000857 NaN 0.000935 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 100000.0 48.0 52.0 1.00 1072.0 33829.0
88522 S_Estonian-1 5800000 5900000 Estonian WestEurasia 1 WestEurasia 0.000401 NaN 0.000800 NaN 0.000000 True False False False NaN NaN 0.0 NaN 1 147 False 1 147 False True True True False False ambig no False False X S_Estonian-1 1.0 0.860098 14.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
87407 S_Eskimo_Sireniki-1 49500000 49600000 Eskimo_Sireniki CentralAsiaSiberia 3 CentralAsiaSiberia 0.000574 NaN 0.000584 NaN 0.000000 False False False False NaN NaN 6.0 NaN 17 102 False 17 102 False True False False False False no no True True X S_Eskimo_Sireniki-1 1.0 0.896958 20.0 0.0 100000.0 0.0 0.0 1.00 495.0 44013.0
87155 S_Eskimo_Sireniki-1 24300000 24400000 Eskimo_Sireniki CentralAsiaSiberia 3 CentralAsiaSiberia 0.000632 NaN 0.000750 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 138 False 9 138 False True True True False False no no False False X S_Eskimo_Sireniki-1 1.0 0.825968 10.0 0.0 100000.0 0.0 0.0 1.00 243.0 36848.0
195592 S_Papuan-8 4000000 4100000 Papuan Oceania 4 Oceania 0.001045 NaN 0.001098 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 147 False 1 146 False True True True False False no no False False X S_Papuan-8 1.0 0.982187 134.0 48.0 100000.0 17.0 18.0 1.00 40.0 41273.0
193452 S_Papuan-6 100400000 100500000 Papuan Oceania 4 Oceania 0.001030 NaN 0.001090 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 97 False 25 97 False True True True False False no no False False X S_Papuan-6 1.0 0.922490 24.0 4.0 100000.0 12.0 16.0 1.00 1004.0 35188.0
195593 S_Papuan-8 4100000 4200000 Papuan Oceania 4 Oceania 0.002029 NaN 0.002069 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 147 False 1 146 False True True True False False no no False False X S_Papuan-8 1.0 0.982187 134.0 48.0 100000.0 17.0 18.0 1.00 41.0 49719.0
195594 S_Papuan-8 4200000 4300000 Papuan Oceania 4 Oceania 0.001400 NaN 0.001471 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 147 False 1 146 False True True True False False no no False False X S_Papuan-8 1.0 0.982187 134.0 48.0 100000.0 17.0 18.0 1.00 42.0 48220.0
82647 S_English-1 39100000 39200000 English WestEurasia 1 WestEurasia 0.000729 NaN 0.000750 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 117 False 9 117 False True True True False False no no False False X S_English-1 1.0 0.981750 34.0 4.0 100000.0 20.0 27.0 1.00 391.0 46649.0
195595 S_Papuan-8 4300000 4400000 Papuan Oceania 4 Oceania 0.001975 NaN 0.001995 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 147 False 1 146 False True True True False False no no False False X S_Papuan-8 1.0 0.982187 134.0 48.0 100000.0 17.0 18.0 1.00 43.0 51469.0
82314 S_English-1 5800000 5900000 English WestEurasia 1 WestEurasia 0.000393 NaN 0.000793 NaN 0.000000 True False False False NaN NaN 0.0 NaN 1 193 False 1 193 False True True True False False ambig no False False X S_English-1 1.0 0.874738 13.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
195597 S_Papuan-8 4500000 4600000 Papuan Oceania 4 Oceania 0.001584 NaN 0.001558 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 147 False 1 146 False True True True True False no no False False X S_Papuan-8 1.0 0.982187 134.0 48.0 100000.0 17.0 18.0 1.00 45.0 45163.0
81713 S_Druze-2 100900000 101000000 Druze WestEurasia 1 WestEurasia 0.000772 NaN 0.000928 NaN 0.000000 False False False False NaN NaN 8.0 NaN 35 106 False 35 106 False True False False False False no no True True X S_Druze-2 1.0 0.915018 14.0 0.0 100000.0 0.0 0.0 1.00 1009.0 43389.0
81708 S_Druze-2 100400000 100500000 Druze WestEurasia 1 WestEurasia 0.001035 NaN 0.001078 NaN 0.000000 False False False False NaN NaN 0.0 NaN 35 106 False 35 106 False True True True False False no no False False X S_Druze-2 1.0 0.835382 16.0 2.0 100000.0 8.0 12.0 1.00 1004.0 35188.0
195752 S_Papuan-8 20000000 20100000 Papuan Oceania 4 Oceania 0.000553 NaN 0.000619 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 53 False 3 53 False True False False False False no no True True X S_Papuan-8 1.0 0.905961 23.0 0.0 100000.0 0.0 0.0 1.00 200.0 50610.0
195753 S_Papuan-8 20100000 20200000 Papuan Oceania 4 Oceania 0.000560 NaN 0.000692 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 53 False 3 53 False True False False False False no no True True X S_Papuan-8 1.0 0.905961 23.0 0.0 100000.0 0.0 0.0 1.00 201.0 47881.0
193516 S_Papuan-6 106800000 106900000 Papuan Oceania 4 Oceania 0.000683 NaN 0.000684 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 100000.0 48.0 52.0 1.00 1068.0 43493.0
193143 S_Papuan-6 69500000 69600000 Papuan Oceania 4 Oceania 0.000369 NaN 0.000437 NaN 0.000000 False False False False NaN NaN 1.0 NaN 17 166 False 17 166 False True True True False False no no False False X S_Papuan-6 1.0 0.917801 16.0 0.0 100000.0 0.0 0.0 1.00 695.0 40154.0
77057 S_Dai-2 100900000 101000000 Dai EastAsia 5 EastAsia 0.000770 NaN 0.000934 NaN 0.000000 False False False False NaN NaN 6.0 NaN 31 57 False 31 57 False True False False False False no no True True X S_Dai-2 1.0 0.813471 13.0 0.0 100000.0 0.0 0.0 1.00 1009.0 43389.0
190354 S_Papuan-4 101000000 101100000 Papuan Oceania 4 Oceania 0.001183 NaN 0.001198 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 102 False 25 102 False True False False False False no no True True X S_Papuan-4 1.0 0.942099 82.0 7.0 100000.0 39.0 49.0 1.00 1010.0 30243.0
104857 S_Hawaiian-1 87300000 87400000 Hawaiian Oceania 4 Oceania 0.001363 NaN 0.001406 NaN 0.000000 False False False False NaN NaN 0.0 NaN 23 211 False 23 211 False True True True False False no no False False X S_Hawaiian-1 1.0 0.918426 19.0 0.0 100000.0 8.0 7.0 1.00 873.0 42239.0
188487 S_Papuan-3 69500000 69600000 Papuan Oceania 4 Oceania 0.000357 NaN 0.000432 NaN 0.000000 False False False False NaN NaN 1.0 NaN 13 331 False 15 311 False True True True False False no no False False X S_Papuan-3 1.0 0.932848 13.0 0.0 100000.0 0.0 0.0 1.00 695.0 40154.0
104042 S_Hawaiian-1 5800000 5900000 Hawaiian Oceania 4 Oceania 0.000419 NaN 0.000830 NaN 0.000000 False False False False NaN NaN 2.0 NaN 1 146 False 1 146 False True True True False False no no False False X S_Hawaiian-1 1.0 0.896520 19.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
189373 S_Papuan-4 2900000 3000000 Papuan Oceania 4 Oceania 0.001640 NaN 0.001750 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 109 False 1 109 False True True True False False no no False False X S_Papuan-4 1.0 0.931410 22.0 9.0 100000.0 4.0 4.0 1.00 29.0 31151.0
189810 S_Papuan-4 46600000 46700000 Papuan Oceania 4 Oceania 0.000961 NaN 0.001007 NaN 0.000000 False False False False NaN NaN 2.0 NaN 9 59 False 9 59 False True True True True False no no False False X S_Papuan-4 1.0 0.905943 11.0 0.0 100000.0 0.0 0.0 1.00 466.0 30129.0
190348 S_Papuan-4 100400000 100500000 Papuan Oceania 4 Oceania 0.001033 NaN 0.001076 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 102 False 25 102 False True True True False False no no False False X S_Papuan-4 1.0 0.942099 82.0 7.0 100000.0 39.0 49.0 1.00 1004.0 35188.0
190351 S_Papuan-4 100700000 100800000 Papuan Oceania 4 Oceania 0.000493 NaN 0.000481 NaN 0.006211 False False False False NaN NaN 0.0 NaN 25 102 False 25 102 False True True True False False no no False False X S_Papuan-4 1.0 0.942099 82.0 7.0 100000.0 39.0 49.0 1.00 1007.0 27085.0
99717 S_Greek-1 38900000 39000000 Greek WestEurasia 1 WestEurasia 0.000798 NaN 0.000772 NaN 0.000000 False False False False NaN NaN 0.0 NaN 7 130 False 7 130 False True True True False False no no False False X S_Greek-1 1.0 0.964159 35.0 1.0 100000.0 22.0 31.0 1.00 389.0 33979.0
190352 S_Papuan-4 100800000 100900000 Papuan Oceania 4 Oceania 0.000837 NaN 0.000816 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 102 False 25 102 False True False False False False no no True True X S_Papuan-4 1.0 0.942099 82.0 7.0 100000.0 39.0 49.0 1.00 1008.0 34364.0
190353 S_Papuan-4 100900000 101000000 Papuan Oceania 4 Oceania 0.000849 NaN 0.000775 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 102 False 25 102 False True False False False False no no True True X S_Papuan-4 1.0 0.942099 82.0 7.0 100000.0 39.0 49.0 1.00 1009.0 43389.0
190355 S_Papuan-4 101100000 101200000 Papuan Oceania 4 Oceania 0.001219 NaN 0.001206 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 102 False 25 102 False True False False False False no no True True X S_Papuan-4 1.0 0.942099 82.0 7.0 100000.0 39.0 49.0 1.00 1011.0 36841.0
91626 S_Even-2 5800000 5900000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.000415 NaN 0.000811 NaN 0.000000 True False False False NaN NaN 0.0 NaN 1 111 False 1 111 False True True True False False ambig no False False X S_Even-2 1.0 0.858127 14.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
95555 S_French-1 88300000 88400000 French WestEurasia 1 WestEurasia 0.001272 NaN 0.001270 NaN 0.000000 False False False False NaN NaN 0.0 NaN 21 125 False 21 125 False True True True False False no no False False X S_French-1 1.0 0.978182 24.0 12.0 100000.0 15.0 17.0 1.00 883.0 23052.0
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92563 S_Even-2 99500000 99600000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.000520 NaN 0.000567 NaN 0.000000 False False False False NaN NaN 0.0 NaN 29 17 False 29 17 False True True True False False no no False False X S_Even-2 1.0 0.819748 9.0 0.0 100000.0 0.0 0.0 1.00 995.0 52246.0
192511 S_Papuan-6 6300000 6400000 Papuan Oceania 4 Oceania 0.001298 NaN 0.001292 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 112 False 1 112 False True True True False False no no False False X S_Papuan-6 1.0 0.934425 43.0 14.0 100000.0 1.0 1.0 1.00 63.0 53605.0
192512 S_Papuan-6 6400000 6500000 Papuan Oceania 4 Oceania 0.001058 NaN 0.001217 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 112 False 1 112 False True True True False False no no False False X S_Papuan-6 1.0 0.934425 43.0 14.0 100000.0 1.0 1.0 1.00 64.0 44832.0
192513 S_Papuan-6 6500000 6600000 Papuan Oceania 4 Oceania 0.000945 NaN 0.001010 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 112 False 1 112 False True True True False False no no False False X S_Papuan-6 1.0 0.934425 43.0 14.0 100000.0 1.0 1.0 1.00 65.0 46970.0
195754 S_Papuan-8 20200000 20300000 Papuan Oceania 4 Oceania 0.000917 NaN 0.000780 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 53 False 3 53 False True False False False False no no True True X S_Papuan-8 1.0 0.905961 23.0 0.0 100000.0 0.0 0.0 1.00 202.0 47601.0
197147 S_Papuan-9 4300000 4400000 Papuan Oceania 4 Oceania 0.001970 NaN 0.002003 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-9 1.0 0.976344 57.0 16.0 100000.0 9.0 10.0 1.00 43.0 51469.0
213039 S_Saami-2 41500000 41600000 Saami WestEurasia 1 WestEurasia 0.000556 NaN 0.000639 NaN 0.000000 False False False False NaN NaN 10.0 NaN 13 117 False 13 117 False True True True False False no no False False X S_Saami-2 1.0 0.876381 8.0 0.0 100000.0 0.0 0.0 1.00 415.0 41173.0
59980 S_Brahui-2 100400000 100500000 Brahui SouthAsia 2 SouthAsia 0.000951 NaN 0.000995 NaN 0.000000 False False False False NaN NaN 0.0 NaN 29 52 False 29 52 False True True True False False no no False False X S_Brahui-2 1.0 0.904488 18.0 3.0 100000.0 11.0 15.0 1.00 1004.0 35188.0
208814 S_Relli-1 84600000 84700000 Relli SouthAsia 2 SouthAsia 0.001272 NaN 0.001426 NaN 0.000000 False False False False NaN NaN 1.0 NaN 23 247 False 23 247 False True False False False False no no True True X S_Relli-1 1.0 0.975240 64.0 23.0 100000.0 38.0 53.0 1.00 846.0 28458.0
208815 S_Relli-1 84700000 84800000 Relli SouthAsia 2 SouthAsia 0.001340 NaN 0.001348 NaN 0.000000 False False False False NaN NaN 1.0 NaN 23 247 False 23 247 False True True True True False no no False False X S_Relli-1 1.0 0.975240 64.0 23.0 100000.0 38.0 53.0 1.00 847.0 40542.0
64505 S_Burmese-1 87300000 87400000 Burmese EastAsia 5 EastAsia 0.001303 NaN 0.001327 NaN 0.000000 False False False False NaN NaN 1.0 NaN 37 236 False 37 236 False True True True False False no no False False X S_Burmese-1 1.0 0.900947 56.0 4.0 100000.0 35.0 38.0 1.00 873.0 42239.0
64504 S_Burmese-1 87200000 87300000 Burmese EastAsia 5 EastAsia 0.001180 NaN 0.001452 NaN 0.000000 False False False False NaN NaN 1.0 NaN 37 236 False 37 236 False True True True False False no no False False X S_Burmese-1 1.0 0.900947 56.0 4.0 100000.0 35.0 38.0 1.00 872.0 21450.0
64503 S_Burmese-1 87100000 87200000 Burmese EastAsia 5 EastAsia 0.001361 NaN 0.001435 NaN 0.000000 False False False False NaN NaN 1.0 NaN 37 236 False 37 236 False True True True False False no no False False X S_Burmese-1 1.0 0.900947 56.0 4.0 100000.0 35.0 38.0 1.00 871.0 30171.0
61362 S_Bulgarian-1 83400000 83500000 Bulgarian WestEurasia 1 WestEurasia 0.001106 NaN 0.001139 NaN 0.000000 False False False False NaN NaN 1.0 NaN 23 237 False 25 237 False True True True False False no no False False X S_Bulgarian-1 1.0 0.950326 43.0 14.0 100000.0 22.0 25.0 1.00 834.0 55003.0
61361 S_Bulgarian-1 83300000 83400000 Bulgarian WestEurasia 1 WestEurasia 0.001046 NaN 0.000981 NaN 0.000000 False False False False NaN NaN 1.0 NaN 23 237 False 25 237 False True True True False False no no False False X S_Bulgarian-1 1.0 0.950326 43.0 14.0 100000.0 22.0 25.0 1.00 833.0 31727.0
211130 S_Russian-1 5800000 5900000 Russian WestEurasia 1 WestEurasia 0.000441 NaN 0.000847 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 176 False 1 176 False True True True False False no no False False X S_Russian-1 1.0 0.887050 20.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
60070 S_Brahui-2 109400000 109500000 Brahui SouthAsia 2 SouthAsia 0.000465 NaN 0.000477 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 52 False 31 52 False True False False False False no no True True X S_Brahui-2 1.0 0.803322 15.0 0.0 100000.0 0.0 0.0 1.00 1094.0 61248.0
60069 S_Brahui-2 109300000 109400000 Brahui SouthAsia 2 SouthAsia 0.000745 NaN 0.000715 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 52 False 31 52 False True False False False False no no True True X S_Brahui-2 1.0 0.803322 15.0 0.0 100000.0 0.0 0.0 1.00 1093.0 35855.0
211466 S_Russian-1 39400000 39500000 Russian WestEurasia 1 WestEurasia 0.000317 NaN 0.000533 NaN 0.000000 False False False False NaN NaN 1.0 NaN 7 174 False 7 174 False True True True True False no no False False X S_Russian-1 1.0 0.846219 32.0 1.0 100000.0 1.0 1.0 1.00 394.0 40497.0
208432 S_Relli-1 46400000 46500000 Relli SouthAsia 2 SouthAsia 0.000953 NaN 0.000966 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 162 False 11 162 False True True True False False no no False False X S_Relli-1 1.0 0.958138 24.0 6.0 100000.0 13.0 13.0 1.00 464.0 46588.0
59526 S_Brahui-2 55000000 55100000 Brahui SouthAsia 2 SouthAsia 0.000180 NaN 0.000501 NaN 0.000000 False False False False NaN NaN 1.0 NaN 13 38 False 13 38 False True False False False False no no True True X S_Brahui-2 1.0 0.849987 9.0 0.0 100000.0 0.0 0.0 1.00 550.0 34921.0
58330 S_Brahui-1 90600000 90700000 Brahui SouthAsia 2 SouthAsia 0.001441 0.000000 0.001455 0.000000 0.000000 False True False False NaN NaN NaN NaN 23 208 False 23 208 False True True True True False no ambig False False X S_Brahui-1 1.0 0.854429 12.0 5.0 100000.0 8.0 9.0 1.00 906.0 21062.0
211923 S_Russian-1 85100000 85200000 Russian WestEurasia 1 WestEurasia 0.000593 NaN 0.000816 NaN 0.000000 False False False False NaN NaN 2.0 NaN 13 332 False 15 332 False True True True True False no no False False X S_Russian-1 1.0 0.900377 27.0 0.0 100000.0 0.0 0.0 1.00 851.0 51978.0
57318 S_Brahmin-2 144600000 144700000 Brahmin SouthAsia 2 SouthAsia 0.001350 NaN 0.001451 NaN 0.000000 False False False False NaN NaN 0.0 NaN 37 216 False 37 216 False True True True False False no no False False X S_Brahmin-2 1.0 0.896654 12.0 0.0 100000.0 0.0 9.0 1.00 1446.0 28548.0
56312 S_Brahmin-2 44000000 44100000 Brahmin SouthAsia 2 SouthAsia 0.000559 NaN 0.000563 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 118 False 11 118 False True True True False False no no False False X S_Brahmin-2 1.0 0.945742 20.0 6.0 100000.0 4.0 3.0 1.00 440.0 44288.0
55093 S_Brahmin-1 77300000 77400000 Brahmin SouthAsia 2 SouthAsia 0.000546 NaN 0.000541 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 346 False 27 346 False True False False False False no no True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 100000.0 46.0 52.0 1.00 773.0 39581.0
55092 S_Brahmin-1 77200000 77300000 Brahmin SouthAsia 2 SouthAsia 0.000527 NaN 0.000535 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 346 False 27 346 False True False False False False no no True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 100000.0 46.0 52.0 1.00 772.0 36723.0
55091 S_Brahmin-1 77100000 77200000 Brahmin SouthAsia 2 SouthAsia 0.000354 NaN 0.000389 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 346 False 27 346 False True False False False False no no True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 100000.0 46.0 52.0 1.00 771.0 37574.0
55090 S_Brahmin-1 77000000 77100000 Brahmin SouthAsia 2 SouthAsia 0.000875 NaN 0.000875 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 346 False 27 346 False True False False False False no no True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 100000.0 46.0 52.0 1.00 770.0 22292.0
55089 S_Brahmin-1 76900000 77000000 Brahmin SouthAsia 2 SouthAsia 0.000924 NaN 0.000897 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 346 False 27 346 False True False False False False no no True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 100000.0 46.0 52.0 1.00 769.0 36323.0
208463 S_Relli-1 49500000 49600000 Relli SouthAsia 2 SouthAsia 0.000662 NaN 0.000660 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 162 False 11 162 False True False False False False no no True True X S_Relli-1 1.0 0.930294 21.0 0.0 100000.0 0.0 0.0 1.00 495.0 44013.0
65647 S_Burmese-2 46300000 46400000 Burmese EastAsia 5 EastAsia 0.000794 NaN 0.000878 NaN 0.000000 False False False False NaN NaN 0.0 NaN 7 117 False 7 117 False True True True False False no no False False X S_Burmese-2 1.0 0.958842 23.0 3.0 100000.0 10.0 10.0 1.00 463.0 20409.0
75184 S_Czech-2 68800000 68900000 Czech WestEurasia 1 WestEurasia 0.000378 NaN 0.000345 NaN 0.000000 False False False False NaN NaN 0.0 NaN 17 75 False 17 75 False True True True False False no no False False X S_Czech-2 1.0 0.886000 13.0 0.0 100000.0 0.0 0.0 1.00 688.0 28021.0
69161 S_Cambodian-1 87300000 87400000 Cambodian EastAsia 5 EastAsia 0.001359 NaN 0.001377 NaN 0.000000 False False False False NaN NaN 0.0 NaN 19 318 False 19 318 False True True True False False no no False False X S_Cambodian-1 1.0 0.829833 29.0 2.0 100000.0 15.0 19.0 1.00 873.0 42239.0
197251 S_Papuan-9 14700000 14800000 Papuan Oceania 4 Oceania 0.000519 NaN 0.000566 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 75 False 3 75 False True False False False False no no True True X S_Papuan-9 1.0 0.979756 39.0 0.0 100000.0 15.0 28.0 1.00 147.0 38581.0
197252 S_Papuan-9 14800000 14900000 Papuan Oceania 4 Oceania 0.000840 NaN 0.000813 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 75 False 3 75 False True False False False False no no True True X S_Papuan-9 1.0 0.979756 39.0 0.0 100000.0 15.0 28.0 1.00 148.0 44046.0
197798 S_Papuan-9 69400000 69500000 Papuan Oceania 4 Oceania 0.000669 NaN 0.000706 NaN 0.000000 False False False False NaN NaN 0.0 NaN 15 331 False 15 331 False True True True True False no no False False X S_Papuan-9 1.0 0.812452 17.0 1.0 100000.0 1.0 1.0 1.00 694.0 42993.0
197799 S_Papuan-9 69500000 69600000 Papuan Oceania 4 Oceania 0.000335 NaN 0.000397 NaN 0.000000 False False False False NaN NaN 1.0 NaN 15 331 False 15 331 False True True True False False no no False False X S_Papuan-9 1.0 0.812452 17.0 1.0 100000.0 1.0 1.0 1.00 695.0 40154.0
72352 S_Chechen-1 96000000 96100000 Chechen WestEurasia 1 WestEurasia 0.000754 NaN 0.000857 NaN 0.000000 False False False False NaN NaN 0.0 NaN 29 237 False 29 237 False True True True False False no no False False X S_Chechen-1 1.0 0.944904 15.0 0.0 100000.0 0.0 6.0 1.00 960.0 49425.0
199615 S_Pathan-1 95900000 96000000 Pathan SouthAsia 2 SouthAsia 0.000989 NaN 0.000992 NaN 0.000000 False False False False NaN NaN 0.0 NaN 23 263 False 23 263 False True True True False False no no False False X S_Pathan-1 1.0 0.895606 21.0 0.0 100000.0 0.0 12.0 1.00 959.0 52969.0
199616 S_Pathan-1 96000000 96100000 Pathan SouthAsia 2 SouthAsia 0.000751 NaN 0.000853 NaN 0.000000 False False False False NaN NaN 1.0 NaN 23 263 False 23 263 False True True True False False no no False False X S_Pathan-1 1.0 0.895606 21.0 0.0 100000.0 0.0 12.0 1.00 960.0 49425.0
70390 S_Chane-1 55000000 55100000 Chane America 6 America 0.000158 NaN 0.000460 NaN 0.000000 False False False False NaN NaN 26.0 NaN 19 96 False 19 96 False True False False False False no no True True X S_Chane-1 1.0 0.837616 8.0 0.0 100000.0 0.0 0.0 1.00 550.0 34921.0
70166 S_Chane-1 32600000 32700000 Chane America 6 America 0.001496 NaN 0.001730 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 75 False 11 75 False True True True False False no no False False X S_Chane-1 1.0 0.984379 41.0 6.0 100000.0 24.0 37.0 1.00 326.0 51245.0
200266 S_Pima-1 5800000 5900000 Pima America 6 America 0.000426 NaN 0.000824 NaN 0.000000 False False False False NaN NaN 3.0 NaN 1 111 False 1 111 False True True True False False no no False False X S_Pima-1 1.0 0.921359 19.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
69006 S_Cambodian-1 71800000 71900000 Cambodian EastAsia 5 EastAsia 0.000345 NaN 0.000273 NaN 0.000000 False False False False NaN NaN 0.0 NaN 19 318 False 19 318 False True False False False False no no True True X S_Cambodian-1 1.0 0.901524 10.0 0.0 100000.0 0.0 0.0 1.00 718.0 39252.0
65648 S_Burmese-2 46400000 46500000 Burmese EastAsia 5 EastAsia 0.000979 NaN 0.001001 NaN 0.000000 False False False False NaN NaN 0.0 NaN 7 117 False 7 117 False True True True False False no no False False X S_Burmese-2 1.0 0.958842 23.0 3.0 100000.0 10.0 10.0 1.00 464.0 46588.0
68741 S_Cambodian-1 45300000 45400000 Cambodian EastAsia 5 EastAsia 0.000760 NaN 0.000799 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 127 False 11 127 False True True True False False no no False False X S_Cambodian-1 1.0 0.963445 32.0 0.0 100000.0 16.0 22.0 1.00 453.0 27498.0
68740 S_Cambodian-1 45200000 45300000 Cambodian EastAsia 5 EastAsia 0.001259 NaN 0.001230 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 127 False 11 127 False True True True False False no no False False X S_Cambodian-1 1.0 0.963445 32.0 0.0 100000.0 16.0 22.0 1.00 452.0 22607.0
67801 S_Burusho-1 106500000 106600000 Burusho SouthAsia 2 SouthAsia 0.000378 NaN 0.000424 NaN 0.000000 False False False False NaN NaN 26.0 NaN 31 51 False 31 51 False True False False False False no no True True X S_Burusho-1 1.0 0.836739 6.0 0.0 100000.0 0.0 0.0 1.00 1065.0 34032.0
205823 S_Punjabi-2 95900000 96000000 Punjabi SouthAsia 2 SouthAsia 0.001225 NaN 0.001281 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 260 False 25 260 False True True True False False no no False False X S_Punjabi-2 1.0 0.928481 20.0 0.0 100000.0 1.0 11.0 1.00 959.0 52969.0
205824 S_Punjabi-2 96000000 96100000 Punjabi SouthAsia 2 SouthAsia 0.000728 NaN 0.000829 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 260 False 25 260 False True True True False False no no False False X S_Punjabi-2 1.0 0.928481 20.0 0.0 100000.0 1.0 11.0 1.00 960.0 49425.0
66925 S_Burusho-1 18900000 19000000 Burusho SouthAsia 2 SouthAsia 0.000676 NaN 0.000668 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 44 False 3 44 False True True True False False no no False False X S_Burusho-1 1.0 0.945503 22.0 0.0 100000.0 10.0 13.0 1.00 189.0 57660.0
206742 S_Quechua-2 32600000 32700000 Quechua America 6 America 0.001484 NaN 0.001706 NaN 0.000000 False False False False NaN NaN 0.0 NaN 7 134 False 7 134 False True True True False False no no False False X S_Quechua-2 1.0 0.985300 46.0 6.0 100000.0 28.0 41.0 1.00 326.0 51245.0
66057 S_Burmese-2 87300000 87400000 Burmese EastAsia 5 EastAsia 0.001378 NaN 0.001386 NaN 0.000000 False False False False NaN NaN 0.0 NaN 21 205 False 21 205 False True True True False False no no False False X S_Burmese-2 1.0 0.934841 19.0 0.0 100000.0 8.0 7.0 1.00 873.0 42239.0
66056 S_Burmese-2 87200000 87300000 Burmese EastAsia 5 EastAsia 0.001149 NaN 0.001404 NaN 0.000000 False False False False NaN NaN 0.0 NaN 21 205 False 21 205 False True True True False False no no False False X S_Burmese-2 1.0 0.934841 19.0 0.0 100000.0 8.0 7.0 1.00 872.0 21450.0
208431 S_Relli-1 46300000 46400000 Relli SouthAsia 2 SouthAsia 0.000759 NaN 0.000858 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 162 False 11 162 False True True True False False no no False False X S_Relli-1 1.0 0.958138 24.0 6.0 100000.0 13.0 13.0 1.00 463.0 20409.0
105429 S_Hawaiian-1 144500000 144600000 Hawaiian Oceania 4 Oceania 0.000908 NaN 0.001005 NaN 0.000000 False False False False NaN NaN 0.0 NaN 33 237 False 33 237 False True True True True False no no False False X S_Hawaiian-1 1.0 0.909269 21.0 1.0 100000.0 0.0 11.0 1.00 1445.0 25937.0
105430 S_Hawaiian-1 144600000 144700000 Hawaiian Oceania 4 Oceania 0.001276 NaN 0.001368 NaN 0.000000 False False False False NaN NaN 0.0 NaN 33 237 False 33 237 False True True True False False no no False False X S_Hawaiian-1 1.0 0.909269 21.0 1.0 100000.0 0.0 11.0 1.00 1446.0 28548.0
187932 S_Papuan-3 14000000 14100000 Papuan Oceania 4 Oceania 0.000579 NaN 0.000827 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 78 False 3 78 False True True False False False no no False True X S_Papuan-3 1.0 0.919179 23.0 2.0 100000.0 10.0 8.0 1.00 140.0 46795.0
173232 S_Naxi-1 96000000 96100000 Naxi EastAsia 5 EastAsia 0.000719 NaN 0.000824 NaN 0.000000 False False False False NaN NaN 1.0 NaN 27 35 False 27 35 False True True True False False no no False False X S_Naxi-1 1.0 0.972074 67.0 0.0 100000.0 16.0 34.0 1.00 960.0 49425.0
135985 S_Kapu-1 96100000 96200000 Kapu SouthAsia 2 SouthAsia 0.000728 NaN 0.000761 NaN 0.000000 False False False False NaN NaN 1.0 NaN 21 228 False 21 228 False True True True False False no no False False X S_Kapu-1 1.0 0.958851 40.0 1.0 100000.0 0.0 26.0 1.00 961.0 62705.0
135984 S_Kapu-1 96000000 96100000 Kapu SouthAsia 2 SouthAsia 0.000751 NaN 0.000864 NaN 0.000000 False False False False NaN NaN 1.0 NaN 21 228 False 21 228 False True True True False False no no False False X S_Kapu-1 1.0 0.958851 40.0 1.0 100000.0 0.0 26.0 1.00 960.0 49425.0
135983 S_Kapu-1 95900000 96000000 Kapu SouthAsia 2 SouthAsia 0.000958 NaN 0.000956 NaN 0.000000 False False False False NaN NaN 1.0 NaN 21 228 False 21 228 False True True True False False no no False False X S_Kapu-1 1.0 0.958851 40.0 1.0 100000.0 0.0 26.0 1.00 959.0 52969.0
135896 S_Kapu-1 87200000 87300000 Kapu SouthAsia 2 SouthAsia 0.001177 NaN 0.001413 NaN 0.000000 False False False False NaN NaN 0.0 NaN 21 228 False 21 228 False True True True False False no no False False X S_Kapu-1 1.0 0.896815 16.0 2.0 100000.0 7.0 7.0 1.00 872.0 21450.0
135858 S_Kapu-1 83400000 83500000 Kapu SouthAsia 2 SouthAsia 0.001104 NaN 0.001136 NaN 0.000000 False False False False NaN NaN 1.0 NaN 21 228 False 21 228 False True True True False False no no False False X S_Kapu-1 1.0 0.942097 39.0 14.0 100000.0 21.0 23.0 1.00 834.0 55003.0
135857 S_Kapu-1 83300000 83400000 Kapu SouthAsia 2 SouthAsia 0.001018 NaN 0.000946 NaN 0.000000 False False False False NaN NaN 1.0 NaN 21 228 False 21 228 False True True True False False no no False False X S_Kapu-1 1.0 0.942097 39.0 14.0 100000.0 21.0 23.0 1.00 833.0 31727.0
170378 S_Mixtec-1 121000000 121100000 Mixtec America 6 America 0.000940 0.000000 0.001089 0.000000 0.000000 False True False False NaN NaN 3.0 4.0 33 180 False 35 180 False True True True True False no ambig False False X S_Mixtec-1 1.0 0.823086 6.0 0.0 100000.0 3.0 3.0 1.00 1210.0 23981.0
170598 S_Mixtec-1 143000000 143100000 Mixtec America 6 America 0.000691 NaN 0.000815 NaN 0.000000 False False False False NaN NaN 0.0 NaN 39 221 False 41 221 False True True True False False no no False False X S_Mixtec-1 1.0 0.976472 15.0 3.0 100000.0 10.0 12.0 1.00 1430.0 26523.0
172330 S_Naxi-1 5800000 5900000 Naxi EastAsia 5 EastAsia 0.000415 NaN 0.000805 NaN 0.000000 True False False False NaN NaN 2.0 NaN 1 108 False 1 108 False True True True False False ambig no False False X S_Naxi-1 1.0 0.919531 15.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
173231 S_Naxi-1 95900000 96000000 Naxi EastAsia 5 EastAsia 0.001213 NaN 0.001264 NaN 0.000000 False False False False NaN NaN 1.0 NaN 27 35 False 27 35 False True True True False False no no False False X S_Naxi-1 1.0 0.972074 67.0 0.0 100000.0 16.0 34.0 1.00 959.0 52969.0
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136709 S_Kapu-2 13300000 13400000 Kapu SouthAsia 2 SouthAsia 0.000453 NaN 0.000463 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 144 False 1 144 False True True True False False no no False False X S_Kapu-2 1.0 0.801686 14.0 1.0 100000.0 10.0 9.0 1.00 133.0 61792.0
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127322 S_Jordanian-3 5800000 5900000 Jordanian WestEurasia 1 WestEurasia 0.000402 NaN 0.000793 NaN 0.000000 True False False False NaN NaN 0.0 NaN 1 196 False 1 196 False True True True False False ambig no False False X S_Jordanian-3 1.0 0.878165 15.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
175515 S_North_Ossetian-2 13900000 14000000 North_Ossetian WestEurasia 1 WestEurasia 0.000742 NaN 0.000826 NaN 0.000000 False False False False NaN NaN 0.0 NaN 5 29 False 5 29 False True True True True False no no False False X S_North_Ossetian-2 1.0 0.965912 21.0 0.0 100000.0 12.0 12.0 1.00 139.0 49792.0
126595 S_Jordanian-2 88300000 88400000 Jordanian WestEurasia 1 WestEurasia 0.001310 NaN 0.001302 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 161 False 25 161 False True True True False False no no False False X S_Jordanian-2 1.0 0.967627 25.0 10.0 100000.0 12.0 15.0 1.00 883.0 23052.0
177322 S_Orcadian-1 39400000 39500000 Orcadian WestEurasia 1 WestEurasia 0.000747 NaN 0.000804 NaN 0.000000 False False False False NaN NaN 0.0 NaN 13 117 False 13 117 False True True True True False no no False False X S_Orcadian-1 1.0 0.970844 39.0 3.0 100000.0 25.0 30.0 1.00 394.0 40497.0
126128 S_Jordanian-2 41600000 41700000 Jordanian WestEurasia 1 WestEurasia 0.000608 NaN 0.000687 NaN 0.000000 False False False False NaN NaN 8.0 NaN 9 162 False 9 162 False True True True False False no no False False X S_Jordanian-2 1.0 0.892863 9.0 0.0 100000.0 0.0 0.0 1.00 416.0 34117.0
178620 S_Oroqen-1 14000000 14100000 Oroqen EastAsia 5 EastAsia 0.001178 NaN 0.001182 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 196 False 1 196 False True True False False False no no False True X S_Oroqen-1 1.0 0.982583 44.0 4.0 100000.0 20.0 19.0 1.00 140.0 46795.0
125636 S_Jordanian-1 147600000 147700000 Jordanian WestEurasia 1 WestEurasia 0.000300 NaN 0.000600 NaN 0.012422 False False False False NaN NaN 0.0 NaN 11 439 False 13 234 False True True True False False no no False False X S_Jordanian-1 1.0 0.902512 22.0 0.0 100000.0 0.0 0.0 1.00 1476.0 65264.0
169148 S_Miao-1 153200000 153300000 Miao EastAsia 5 EastAsia 0.000507 NaN 0.000630 NaN 0.000000 False False False False NaN NaN 0.0 NaN 35 234 False 39 234 False True True True False False no no False False X S_Miao-1 1.0 0.868414 14.0 0.0 100000.0 0.0 0.0 1.00 1532.0 59016.0
162403 S_Maori-1 99500000 99600000 Maori Oceania 4 Oceania 0.000508 NaN 0.000575 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 55 False 27 55 False True True True False False no no False False X S_Maori-1 1.0 0.831580 8.0 0.0 100000.0 0.0 0.0 1.00 995.0 52246.0
107272 S_Hazara-2 18400000 18500000 Hazara SouthAsia 2 SouthAsia 0.001212 NaN 0.001228 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 196 False 1 196 False True True True False False no no False False X S_Hazara-2 1.0 0.892812 27.0 0.0 100000.0 16.0 16.0 1.00 184.0 35677.0
142259 S_Kinh-2 102700000 102800000 Kinh EastAsia 5 EastAsia 0.000497 NaN 0.000517 NaN 0.000000 False False False False NaN NaN 1.0 NaN 33 31 False 33 31 False True True True False False no no False False X S_Kinh-2 1.0 0.918264 42.0 11.0 100000.0 26.0 27.0 1.00 1027.0 43858.0
146879 S_Kusunda-2 99100000 99200000 Kusunda SouthAsia 2 SouthAsia 0.001374 NaN 0.001340 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 232 False 25 232 False True False False False False no no True True X S_Kusunda-2 1.0 0.923070 13.0 0.0 100000.0 8.0 10.0 1.00 991.0 37449.0
146973 S_Kusunda-2 108500000 108600000 Kusunda SouthAsia 2 SouthAsia 0.000945 NaN 0.001004 NaN 0.000000 False False False False NaN NaN 0.0 NaN 29 21 False 29 21 False True True True False False no no False False X S_Kusunda-2 1.0 0.937345 23.0 1.0 100000.0 20.0 14.0 1.00 1085.0 31405.0
144476 S_Kusunda-1 14000000 14100000 Kusunda SouthAsia 2 SouthAsia 0.001106 NaN 0.001114 NaN 0.000000 False False False False NaN NaN 1.0 NaN 3 27 False 3 24 False True True False False False no no False True X S_Kusunda-1 1.0 0.983902 51.0 3.0 100000.0 25.0 24.0 1.00 140.0 46795.0
144475 S_Kusunda-1 13900000 14000000 Kusunda SouthAsia 2 SouthAsia 0.000957 NaN 0.001023 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 27 False 3 24 False True True True True False no no False False X S_Kusunda-1 1.0 0.983902 51.0 3.0 100000.0 25.0 24.0 1.00 139.0 49792.0
144394 S_Kusunda-1 5800000 5900000 Kusunda SouthAsia 2 SouthAsia 0.000432 NaN 0.000830 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 109 False 1 109 False True True True False False no no False False X S_Kusunda-1 1.0 0.927477 16.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
149863 S_Lahu-2 87100000 87200000 Lahu EastAsia 5 EastAsia 0.001246 NaN 0.001279 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 125 False 27 125 False True True True False False no no False False X S_Lahu-2 1.0 0.935779 23.0 2.0 100000.0 15.0 14.0 1.00 871.0 30171.0
149864 S_Lahu-2 87200000 87300000 Lahu EastAsia 5 EastAsia 0.001103 NaN 0.001381 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 125 False 27 125 False True True True False False no no False False X S_Lahu-2 1.0 0.935779 23.0 2.0 100000.0 15.0 14.0 1.00 872.0 21450.0
152339 S_Madiga-1 24300000 24400000 Madiga SouthAsia 2 SouthAsia 0.000602 NaN 0.000736 NaN 0.000000 False False False False NaN NaN 0.0 NaN 7 142 False 7 142 False True True True False False no no False False X S_Madiga-1 1.0 0.816051 9.0 0.0 100000.0 0.0 0.0 1.00 243.0 36848.0
142261 S_Kinh-2 102900000 103000000 Kinh EastAsia 5 EastAsia 0.000706 NaN 0.000777 NaN 0.000000 False False False False NaN NaN 1.0 NaN 33 31 False 33 31 False True True True False False no no False False X S_Kinh-2 1.0 0.918264 42.0 11.0 100000.0 26.0 27.0 1.00 1029.0 52124.0
142260 S_Kinh-2 102800000 102900000 Kinh EastAsia 5 EastAsia 0.000629 NaN 0.000626 NaN 0.000000 False False False False NaN NaN 1.0 NaN 33 31 False 33 31 False True True True False False no no False False X S_Kinh-2 1.0 0.918264 42.0 11.0 100000.0 26.0 27.0 1.00 1028.0 30690.0
140 B_Australian-4 14000000 14100000 Australian Oceania 4 Oceania 0.001132 NaN 0.001137 NaN 0.000000 False False False False NaN NaN 1.0 NaN 3 30 False 3 30 False True True False False False no no False True X B_Australian-4 1.0 0.978806 34.0 3.0 100000.0 15.0 15.0 1.00 140.0 46795.0
137422 S_Kapu-2 84600000 84700000 Kapu SouthAsia 2 SouthAsia 0.001350 NaN 0.001495 NaN 0.000000 False False False False NaN NaN 1.0 NaN 31 207 False 31 207 False True False False False False no no True True X S_Kapu-2 1.0 0.978712 66.0 20.0 100000.0 34.0 51.0 1.00 846.0 28458.0
152947 S_Madiga-1 85100000 85200000 Madiga SouthAsia 2 SouthAsia 0.000606 NaN 0.000833 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 211 False 27 211 False True True True True False no no False False X S_Madiga-1 1.0 0.822257 29.0 0.0 100000.0 0.0 0.0 1.00 851.0 51978.0
152948 S_Madiga-1 85200000 85300000 Madiga SouthAsia 2 SouthAsia 0.001159 NaN 0.001294 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 211 False 27 211 False True True True False False no no False False X S_Madiga-1 1.0 0.822257 29.0 0.0 100000.0 0.0 0.0 1.00 852.0 38630.0
153706 S_Madiga-2 5800000 5900000 Madiga SouthAsia 2 SouthAsia 0.000418 NaN 0.000820 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 102 False 1 102 False True True True False False no no False False X S_Madiga-2 1.0 0.943938 19.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
154594 S_Madiga-2 94600000 94700000 Madiga SouthAsia 2 SouthAsia 0.000850 NaN 0.000899 NaN 0.000000 False False False False NaN NaN 0.0 NaN 23 197 False 23 197 False True False False False False no no True True X S_Madiga-2 1.0 0.914908 16.0 0.0 100000.0 5.0 5.0 1.00 946.0 34458.0
157098 S_Mala-2 34600000 34700000 Mala SouthAsia 2 SouthAsia 0.000858 NaN 0.000939 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 156 False 9 156 False True True True False False no no False False X S_Mala-2 1.0 0.943909 57.0 3.0 100000.0 31.0 28.0 1.00 346.0 54457.0
157099 S_Mala-2 34700000 34800000 Mala SouthAsia 2 SouthAsia 0.001054 NaN 0.001116 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 156 False 9 156 False True True True False False no no False False X S_Mala-2 1.0 0.943909 57.0 3.0 100000.0 31.0 28.0 1.00 347.0 44889.0
138186 S_Karitiana-1 5800000 5900000 Karitiana America 6 America 0.000409 NaN 0.000802 NaN 0.000000 True False False False NaN NaN 3.0 NaN 1 142 False 1 142 False True True True False False ambig no False False X S_Karitiana-1 1.0 0.911185 17.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
159372 S_Mala-3 106800000 106900000 Mala SouthAsia 2 SouthAsia 0.000724 NaN 0.000622 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 313 False 31 313 False True False False False False no no True True X S_Mala-3 1.0 0.926252 13.0 0.0 100000.0 0.0 0.0 1.00 1068.0 43493.0
137448 S_Kapu-2 87200000 87300000 Kapu SouthAsia 2 SouthAsia 0.001159 NaN 0.001423 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 207 False 31 207 False True True True False False no no False False X S_Kapu-2 1.0 0.902235 15.0 2.0 100000.0 7.0 7.0 1.00 872.0 21450.0
137423 S_Kapu-2 84700000 84800000 Kapu SouthAsia 2 SouthAsia 0.001343 NaN 0.001342 NaN 0.000000 False False False False NaN NaN 1.0 NaN 31 207 False 31 207 False True True True True False no no False False X S_Kapu-2 1.0 0.978712 66.0 20.0 100000.0 34.0 51.0 1.00 847.0 40542.0
125635 S_Jordanian-1 147500000 147600000 Jordanian WestEurasia 1 WestEurasia 0.000677 NaN 0.000863 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 439 False 13 234 False True True True False False no no False False X S_Jordanian-1 1.0 0.902512 22.0 0.0 100000.0 0.0 0.0 1.00 1475.0 52808.0
179456 S_Oroqen-1 97600000 97700000 Oroqen EastAsia 5 EastAsia 0.000756 NaN 0.000657 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 268 False 27 198 False True False False False False no no True True X S_Oroqen-1 1.0 0.961815 22.0 1.0 100000.0 9.0 10.0 1.00 976.0 33183.0
125546 S_Jordanian-1 138600000 138700000 Jordanian WestEurasia 1 WestEurasia 0.000347 NaN 0.000698 NaN 0.000000 False False False False NaN NaN 1.0 NaN 11 439 False 13 234 False True True True False False no no False False X S_Jordanian-1 1.0 0.859012 14.0 0.0 100000.0 0.0 0.0 1.00 1386.0 55931.0
114179 S_Iranian-1 88300000 88400000 Iranian WestEurasia 1 WestEurasia 0.001252 NaN 0.001248 NaN 0.000000 False False False False NaN NaN 0.0 NaN 19 234 False 19 234 False True True True False False no no False False X S_Iranian-1 1.0 0.978848 25.0 12.0 100000.0 15.0 18.0 1.00 883.0 23052.0
183238 S_Papuan-11 10200000 10300000 Papuan Oceania 4 Oceania 0.001506 NaN 0.001447 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True False False False False no no True True X S_Papuan-11 1.0 0.970882 21.0 7.0 100000.0 6.0 5.0 1.00 102.0 51207.0
183276 S_Papuan-11 14000000 14100000 Papuan Oceania 4 Oceania 0.001155 NaN 0.001151 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 76 False 3 76 False True True False False False no no False True X S_Papuan-11 1.0 0.980604 41.0 4.0 100000.0 19.0 18.0 1.00 140.0 46795.0
120199 S_Irula-2 69500000 69600000 Irula SouthAsia 2 SouthAsia 0.000430 NaN 0.000484 NaN 0.000000 False False False False NaN NaN 0.0 NaN 23 298 False 23 297 False True True True False False no no False False X S_Irula-2 1.0 0.915123 11.0 0.0 100000.0 0.0 0.0 1.00 695.0 40154.0
184223 S_Papuan-11 108700000 108800000 Papuan Oceania 4 Oceania 0.000449 NaN 0.000749 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 79 False 25 79 False True True True False False no no False False X S_Papuan-11 1.0 0.841956 18.0 6.0 100000.0 9.0 12.0 1.00 1087.0 32476.0
184717 S_Papuan-12 2900000 3000000 Papuan Oceania 4 Oceania 0.001646 NaN 0.001716 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-12 1.0 0.938064 20.0 9.0 100000.0 4.0 4.0 1.00 29.0 31151.0
184753 S_Papuan-12 6500000 6600000 Papuan Oceania 4 Oceania 0.000962 0.000000 0.001030 0.000000 0.000000 False True False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no ambig False False X S_Papuan-12 1.0 0.862642 10.0 0.0 100000.0 1.0 1.0 1.00 65.0 46970.0
117283 S_Iraqi_Jew-2 88300000 88400000 Iraqi_Jew WestEurasia 1 WestEurasia 0.001264 NaN 0.001252 NaN 0.000000 False False False False NaN NaN 0.0 NaN 19 359 False 19 359 False True True True False False no no False False X S_Iraqi_Jew-2 1.0 0.963349 27.0 12.0 100000.0 14.0 17.0 1.00 883.0 23052.0
184790 S_Papuan-12 10200000 10300000 Papuan Oceania 4 Oceania 0.001449 NaN 0.001409 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True False False False False no no True True X S_Papuan-12 1.0 0.967499 19.0 7.0 100000.0 6.0 5.0 1.00 102.0 51207.0
184830 S_Papuan-12 14200000 14300000 Papuan Oceania 4 Oceania 0.000834 NaN 0.000830 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 87 False 3 87 False True False False False False no no True True X S_Papuan-12 1.0 0.906033 24.0 3.0 100000.0 11.0 12.0 1.00 142.0 39825.0
115731 S_Iranian-2 88300000 88400000 Iranian WestEurasia 1 WestEurasia 0.001282 NaN 0.001293 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 197 False 25 197 False True True True False False no no False False X S_Iranian-2 1.0 0.977565 30.0 12.0 100000.0 15.0 18.0 1.00 883.0 23052.0
186298 S_Papuan-2 5800000 5900000 Papuan Oceania 4 Oceania 0.000425 NaN 0.000817 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-2 1.0 0.819722 17.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
181613 S_Papuan-10 2900000 3000000 Papuan Oceania 4 Oceania 0.001596 NaN 0.001668 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-10 1.0 0.901892 22.0 10.0 100000.0 4.0 4.0 1.00 29.0 31151.0
186380 S_Papuan-2 14000000 14100000 Papuan Oceania 4 Oceania 0.000970 0.000000 0.001109 0.000000 0.000000 False True False True NaN 0.000000 2.0 53.0 3 75 False 4 5 True True True False False False no yes False True X S_Papuan-2 1.0 0.947659 28.0 2.0 100000.0 13.0 11.0 1.00 140.0 46795.0
112207 S_Igorot-2 46300000 46400000 Igorot Oceania 4 Oceania 0.000784 NaN 0.000881 NaN 0.000000 False False False False NaN NaN 0.0 NaN 13 59 False 15 59 False True True True False False no no False False X S_Igorot-2 1.0 0.931017 22.0 3.0 100000.0 7.0 7.0 1.00 463.0 20409.0
186688 S_Papuan-2 44800000 44900000 Papuan Oceania 4 Oceania 0.000786 NaN 0.000716 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 59 False 13 59 False True True True False False no no False False X S_Papuan-2 1.0 0.977015 57.0 30.0 100000.0 38.0 45.0 1.00 448.0 41754.0
111884 S_Igorot-2 14000000 14100000 Igorot Oceania 4 Oceania 0.001127 NaN 0.001140 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 38 False 3 38 False True True False False False no no False True X S_Igorot-2 1.0 0.976547 37.0 4.0 100000.0 18.0 17.0 1.00 140.0 46795.0
186689 S_Papuan-2 44900000 45000000 Papuan Oceania 4 Oceania 0.000931 NaN 0.000880 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 59 False 13 59 False True True True False False no no False False X S_Papuan-2 1.0 0.977015 57.0 30.0 100000.0 38.0 45.0 1.00 449.0 53412.0
186935 S_Papuan-2 69500000 69600000 Papuan Oceania 4 Oceania 0.000328 NaN 0.000398 NaN 0.000000 False False False False NaN NaN 1.0 NaN 17 85 False 19 85 False True True True False False no no False False X S_Papuan-2 1.0 0.869484 15.0 0.0 100000.0 0.0 0.0 1.00 695.0 40154.0
187835 S_Papuan-3 4300000 4400000 Papuan Oceania 4 Oceania 0.002038 NaN 0.002050 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 110 False 1 110 False True True True False False no no False False X S_Papuan-3 1.0 0.946886 79.0 21.0 100000.0 13.0 14.0 1.00 43.0 51469.0
187843 S_Papuan-3 5100000 5200000 Papuan Oceania 4 Oceania 0.001015 NaN 0.001020 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 110 False 1 110 False True True True False False no no False False X S_Papuan-3 1.0 0.943482 36.0 5.0 100000.0 5.0 5.0 1.00 51.0 52692.0
187850 S_Papuan-3 5800000 5900000 Papuan Oceania 4 Oceania 0.000423 NaN 0.000829 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 110 False 1 110 False True True True False False no no False False X S_Papuan-3 1.0 0.907246 18.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
107273 S_Hazara-2 18500000 18600000 Hazara SouthAsia 2 SouthAsia 0.001030 NaN 0.001020 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 196 False 1 196 False True True True False False no no False False X S_Hazara-2 1.0 0.892812 27.0 0.0 100000.0 16.0 16.0 1.00 185.0 43576.0
123459 S_Japanese-3 85100000 85200000 Japanese EastAsia 5 EastAsia 0.000539 NaN 0.000785 NaN 0.000000 False False False False NaN NaN 0.0 NaN 31 138 False 31 138 False True True True True False no no False False X S_Japanese-3 1.0 0.872659 25.0 0.0 100000.0 0.0 0.0 1.00 851.0 51978.0
183187 S_Papuan-11 5100000 5200000 Papuan Oceania 4 Oceania 0.001009 NaN 0.001026 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-11 1.0 0.968553 30.0 4.0 100000.0 3.0 3.0 1.00 51.0 52692.0
124218 S_Jordanian-1 5800000 5900000 Jordanian WestEurasia 1 WestEurasia 0.000461 NaN 0.000866 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 194 False 1 194 False True True True False False no no False False X S_Jordanian-1 1.0 0.852546 21.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
183177 S_Papuan-11 4100000 4200000 Papuan Oceania 4 Oceania 0.002002 NaN 0.002042 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-11 1.0 0.973079 49.0 25.0 100000.0 2.0 2.0 1.00 41.0 49719.0
181627 S_Papuan-10 4300000 4400000 Papuan Oceania 4 Oceania 0.001994 NaN 0.002030 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-10 1.0 0.971534 66.0 18.0 100000.0 10.0 11.0 1.00 43.0 51469.0
181642 S_Papuan-10 5800000 5900000 Papuan Oceania 4 Oceania 0.000417 NaN 0.000805 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-10 1.0 0.914829 17.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
125199 S_Jordanian-1 103900000 104000000 Jordanian WestEurasia 1 WestEurasia 0.000338 NaN 0.000436 NaN 0.006211 False False False False NaN NaN 31.0 NaN 9 372 False 9 372 False True False False False False no no True True X S_Jordanian-1 1.0 0.826702 10.0 0.0 100000.0 0.0 0.0 1.00 1039.0 50458.0
125148 S_Jordanian-1 98800000 98900000 Jordanian WestEurasia 1 WestEurasia 0.000216 NaN 0.000642 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 372 False 9 372 False True False False False False no no True True X S_Jordanian-1 1.0 0.848347 12.0 0.0 100000.0 0.0 0.0 1.00 988.0 22606.0
125133 S_Jordanian-1 97300000 97400000 Jordanian WestEurasia 1 WestEurasia 0.000417 NaN 0.000932 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 372 False 9 372 False True False False False False no no True True X S_Jordanian-1 1.0 0.890597 10.0 0.0 100000.0 0.0 0.0 1.00 973.0 31921.0
181724 S_Papuan-10 14000000 14100000 Papuan Oceania 4 Oceania 0.000941 0.000000 0.001091 0.000000 0.000000 False True False True NaN 0.000000 2.0 52.0 3 94 False 4 5 True True True False False False no yes False True X S_Papuan-10 1.0 0.947692 29.0 2.0 100000.0 14.0 12.0 1.00 140.0 46795.0
125005 S_Jordanian-1 84500000 84600000 Jordanian WestEurasia 1 WestEurasia 0.000445 NaN 0.001017 NaN 0.000000 False False False False NaN NaN 0.0 NaN 9 372 False 9 372 False True False False False False no no True True X S_Jordanian-1 1.0 0.883023 16.0 0.0 100000.0 0.0 0.0 1.00 845.0 44567.0
181731 S_Papuan-10 14700000 14800000 Papuan Oceania 4 Oceania 0.000480 NaN 0.000537 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 94 False 5 66 False True False False False False no no True True X S_Papuan-10 1.0 0.973964 31.0 0.0 100000.0 16.0 26.0 1.00 147.0 38581.0
181732 S_Papuan-10 14800000 14900000 Papuan Oceania 4 Oceania 0.000812 NaN 0.000792 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 94 False 5 66 False True False False False False no no True True X S_Papuan-10 1.0 0.973964 31.0 0.0 100000.0 16.0 26.0 1.00 148.0 44046.0
124821 S_Jordanian-1 66100000 66200000 Jordanian WestEurasia 1 WestEurasia 0.000729 NaN 0.000408 NaN 0.037267 False False False False NaN NaN 0.0 NaN 7 183 False 7 183 False True False False False False no no True True X S_Jordanian-1 1.0 0.864903 13.0 0.0 100000.0 0.0 0.0 1.00 661.0 27233.0
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124409 S_Jordanian-1 24900000 25000000 Jordanian WestEurasia 1 WestEurasia 0.000322 NaN 0.000357 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 227 False 3 227 False True False False False False no no True True X S_Jordanian-1 1.0 0.873563 33.0 1.0 100000.0 0.0 0.0 1.00 249.0 58042.0
124408 S_Jordanian-1 24800000 24900000 Jordanian WestEurasia 1 WestEurasia 0.000390 NaN 0.000393 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 227 False 3 227 False True True False False False no no False True X S_Jordanian-1 1.0 0.873563 33.0 1.0 100000.0 0.0 0.0 1.00 248.0 68046.0
124407 S_Jordanian-1 24700000 24800000 Jordanian WestEurasia 1 WestEurasia 0.000314 NaN 0.000351 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 227 False 3 227 False True True False False False no no False False X S_Jordanian-1 1.0 0.873563 33.0 1.0 100000.0 0.0 0.0 1.00 247.0 52162.0
124406 S_Jordanian-1 24600000 24700000 Jordanian WestEurasia 1 WestEurasia 0.000636 NaN 0.000597 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 227 False 3 227 False True True False False False no no False True X S_Jordanian-1 1.0 0.873563 33.0 1.0 100000.0 0.0 0.0 1.00 246.0 42156.0
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124373 S_Jordanian-1 21300000 21400000 Jordanian WestEurasia 1 WestEurasia 0.000146 NaN 0.000407 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 227 False 3 227 False True False False False False no no True True X S_Jordanian-1 1.0 0.823870 18.0 0.0 100000.0 0.0 0.0 1.00 213.0 29508.0
183176 S_Papuan-11 4000000 4100000 Papuan Oceania 4 Oceania 0.001046 NaN 0.001086 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Papuan-11 1.0 0.973079 49.0 25.0 100000.0 2.0 2.0 1.00 40.0 41273.0
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193521 S_Papuan-6 107300000 107400000 Papuan Oceania 4 Oceania 0.000584 NaN 0.000551 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 100000.0 48.0 52.0 1.00 1073.0 52143.0
145946 S_Kusunda-2 5800000 5900000 Kusunda SouthAsia 2 SouthAsia 0.000413 NaN 0.000814 NaN 0.000000 True False False False NaN NaN 4.0 NaN 1 194 False 1 194 False True True True False False ambig no False False X S_Kusunda-2 1.0 0.881750 22.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
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36579 S_Balochi-1 88300000 88400000 Balochi SouthAsia 2 SouthAsia 0.001258 NaN 0.001237 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 294 False 25 294 False True True True False False no no False False X S_Balochi-1 1.0 0.954574 25.0 10.0 100000.0 13.0 16.0 1.00 883.0 23052.0
15660 B_Papuan-15 14000000 14100000 Papuan Oceania 4 Oceania 0.000937 NaN 0.001082 NaN 0.000000 False False False False NaN NaN 2.0 NaN 1 144 False 1 144 False True True False False False no no False True X B_Papuan-15 1.0 0.929429 30.0 2.0 100000.0 13.0 11.0 1.00 140.0 46795.0
222076 S_Tajik-1 14000000 14100000 Tajik WestEurasia 1 WestEurasia 0.001023 NaN 0.001038 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 78 False 3 78 False True True False False False no no False True X S_Tajik-1 1.0 0.941704 33.0 2.0 100000.0 15.0 15.0 1.00 140.0 46795.0
237338 S_Xibo-1 143400000 143500000 Xibo EastAsia 5 EastAsia 0.001017 NaN 0.001267 NaN 0.000000 False False False False NaN NaN NaN NaN 27 236 False 27 236 False True True True False False no no False False X S_Xibo-1 1.0 0.958020 15.0 0.0 100000.0 9.0 10.0 1.00 1434.0 26987.0
221994 S_Tajik-1 5800000 5900000 Tajik WestEurasia 1 WestEurasia 0.000437 NaN 0.000834 NaN 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True True True False False no no False False X S_Tajik-1 1.0 0.900736 17.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
238327 S_Xibo-2 87100000 87200000 Xibo EastAsia 5 EastAsia 0.001319 NaN 0.001406 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 239 False 25 239 False True True True False False no no False False X S_Xibo-2 1.0 0.906819 56.0 3.0 100000.0 35.0 36.0 1.00 871.0 30171.0
238328 S_Xibo-2 87200000 87300000 Xibo EastAsia 5 EastAsia 0.001145 NaN 0.001397 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 239 False 25 239 False True True True False False no no False False X S_Xibo-2 1.0 0.906819 56.0 3.0 100000.0 35.0 36.0 1.00 872.0 21450.0
238329 S_Xibo-2 87300000 87400000 Xibo EastAsia 5 EastAsia 0.001362 NaN 0.001374 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 239 False 25 239 False True True True False False no no False False X S_Xibo-2 1.0 0.906819 56.0 3.0 100000.0 35.0 36.0 1.00 873.0 42239.0
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219180 S_Sindhi-1 34800000 34900000 Sindhi SouthAsia 2 SouthAsia 0.000988 NaN 0.001065 NaN 0.000000 False False False False NaN NaN 0.0 NaN 5 155 False 5 155 False True True True False False no no False False X S_Sindhi-1 1.0 0.978659 53.0 5.0 100000.0 20.0 36.0 1.00 348.0 35078.0
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219178 S_Sindhi-1 34600000 34700000 Sindhi SouthAsia 2 SouthAsia 0.000846 NaN 0.000907 NaN 0.000000 False False False False NaN NaN 0.0 NaN 5 155 False 5 155 False True True True False False no no False False X S_Sindhi-1 1.0 0.978659 53.0 5.0 100000.0 20.0 36.0 1.00 346.0 54457.0
4131 B_Dai-4 102700000 102800000 Dai EastAsia 5 EastAsia 0.000482 NaN 0.000499 NaN 0.000000 False False False False NaN NaN 1.0 NaN 27 51 False 27 51 False True True True False False no no False False X B_Dai-4 1.0 0.925121 47.0 11.0 100000.0 26.0 27.0 1.00 1027.0 43858.0
4130 B_Dai-4 102600000 102700000 Dai EastAsia 5 EastAsia 0.000552 NaN 0.000530 NaN 0.000000 False False False False NaN NaN 1.0 NaN 27 51 False 27 51 False True True True False False no no False False X B_Dai-4 1.0 0.925121 47.0 11.0 100000.0 26.0 27.0 1.00 1026.0 32728.0
242807 S_Yakut-2 69500000 69600000 Yakut CentralAsiaSiberia 3 CentralAsiaSiberia 0.000334 NaN 0.000407 NaN 0.000000 False False False False NaN NaN 0.0 NaN 27 88 False 27 88 False True True True False False no no False False X S_Yakut-2 1.0 0.848074 12.0 0.0 100000.0 0.0 0.0 1.00 695.0 40154.0
46939 S_BedouinB-1 37900000 38000000 BedouinB WestEurasia 1 WestEurasia 0.001014 NaN 0.000985 NaN 0.000000 False False False False NaN NaN 0.0 NaN 7 66 False 7 66 False True True True False False no no False False X S_BedouinB-1 1.0 0.922058 22.0 1.0 100000.0 14.0 14.0 1.00 379.0 53105.0
36575 S_Balochi-1 87900000 88000000 Balochi SouthAsia 2 SouthAsia 0.002556 NaN 0.002768 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 294 False 25 294 False True True True False False no no False False X S_Balochi-1 1.0 0.912552 23.0 4.0 100000.0 12.0 14.0 1.00 879.0 22730.0
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48225 S_Bengali-1 11300000 11400000 Bengali SouthAsia 2 SouthAsia 0.001163 NaN 0.000978 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 211 False 1 211 False True False False False False no no True True X S_Bengali-1 1.0 0.923939 29.0 0.0 100000.0 2.0 2.0 1.00 113.0 61334.0
36568 S_Balochi-1 87200000 87300000 Balochi SouthAsia 2 SouthAsia 0.001164 NaN 0.001411 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 294 False 25 294 False True True True False False no no False False X S_Balochi-1 1.0 0.906520 15.0 0.0 100000.0 5.0 5.0 1.00 872.0 21450.0
226000 S_Thai-1 96000000 96100000 Thai EastAsia 5 EastAsia 0.000734 NaN 0.000839 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 236 False 25 236 False True True True False False no no False False X S_Thai-1 1.0 0.973896 75.0 1.0 100000.0 15.0 36.0 1.00 960.0 49425.0
226002 S_Thai-1 96200000 96300000 Thai EastAsia 5 EastAsia 0.000872 NaN 0.000856 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 236 False 25 236 False True True True False False no no False False X S_Thai-1 1.0 0.973896 75.0 1.0 100000.0 15.0 36.0 1.00 962.0 55553.0
225999 S_Thai-1 95900000 96000000 Thai EastAsia 5 EastAsia 0.001185 NaN 0.001239 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 236 False 25 236 False True True True False False no no False False X S_Thai-1 1.0 0.973896 75.0 1.0 100000.0 15.0 36.0 1.00 959.0 52969.0
226003 S_Thai-1 96300000 96400000 Thai EastAsia 5 EastAsia 0.000976 NaN 0.001009 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 236 False 25 236 False True True True True False no no False False X S_Thai-1 1.0 0.973896 75.0 1.0 100000.0 15.0 36.0 1.00 963.0 64389.0
228839 S_Tu-1 69500000 69600000 Tu EastAsia 5 EastAsia 0.000340 NaN 0.000408 NaN 0.000000 False False False False NaN NaN 0.0 NaN 25 49 False 25 49 False True True True False False no no False False X S_Tu-1 1.0 0.847573 12.0 0.0 100000.0 0.0 0.0 1.00 695.0 40154.0
225180 S_Thai-1 14000000 14100000 Thai EastAsia 5 EastAsia 0.001165 NaN 0.001157 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 25 False 3 25 False True True False False False no no False True X S_Thai-1 1.0 0.979082 40.0 4.0 100000.0 19.0 18.0 1.00 140.0 46795.0
230547 S_Tujia-1 85100000 85200000 Tujia EastAsia 5 EastAsia 0.000540 NaN 0.000764 NaN 0.000000 False False False False NaN NaN 1.0 NaN 31 209 False 31 198 False True True True True False no no False False X S_Tujia-1 1.0 0.890652 26.0 0.0 100000.0 0.0 0.0 1.00 851.0 51978.0
225098 S_Thai-1 5800000 5900000 Thai EastAsia 5 EastAsia 0.000432 NaN 0.000824 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 112 False 1 112 False True True True False False no no False False X S_Thai-1 1.0 0.839043 16.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
33601 S_Armenian-2 100900000 101000000 Armenian WestEurasia 1 WestEurasia 0.000793 NaN 0.000960 NaN 0.000000 False False False False NaN NaN 9.0 NaN 27 100 False 27 73 False True False False False False no no True True X S_Armenian-2 1.0 0.879681 14.0 0.0 100000.0 0.0 0.0 1.00 1009.0 43389.0
231627 S_Turkish-1 37900000 38000000 Turkish WestEurasia 1 WestEurasia 0.001049 NaN 0.001010 NaN 0.000000 False False False False NaN NaN 0.0 NaN 11 116 False 11 116 False True True True False False no no False False X S_Turkish-1 1.0 0.987584 71.0 14.0 100000.0 49.0 48.0 1.00 379.0 53105.0
224450 S_Tajik-2 96200000 96300000 Tajik WestEurasia 1 WestEurasia 0.000879 NaN 0.000865 NaN 0.000000 False False False False NaN NaN 0.0 NaN 33 211 False 33 197 False True True True False False no no False False X S_Tajik-2 1.0 0.951432 62.0 1.0 100000.0 11.0 31.0 1.00 962.0 55553.0
233809 S_Tuscan-2 100900000 101000000 Tuscan WestEurasia 1 WestEurasia 0.000786 NaN 0.000943 NaN 0.000000 False False False False NaN NaN 7.0 NaN 17 84 False 17 84 False True False False False False no no True True X S_Tuscan-2 1.0 0.887225 16.0 0.0 100000.0 0.0 0.0 1.00 1009.0 43389.0
224449 S_Tajik-2 96100000 96200000 Tajik WestEurasia 1 WestEurasia 0.000734 NaN 0.000761 NaN 0.000000 False False False False NaN NaN 0.0 NaN 33 211 False 33 197 False True True True False False no no False False X S_Tajik-2 1.0 0.951432 62.0 1.0 100000.0 11.0 31.0 1.00 961.0 62705.0
224448 S_Tajik-2 96000000 96100000 Tajik WestEurasia 1 WestEurasia 0.000731 NaN 0.000829 NaN 0.000000 False False False False NaN NaN 0.0 NaN 33 211 False 33 197 False True True True False False no no False False X S_Tajik-2 1.0 0.951432 62.0 1.0 100000.0 11.0 31.0 1.00 960.0 49425.0
234714 S_Uygur-2 36200000 36300000 Uygur EastAsia 5 EastAsia 0.000744 NaN 0.000836 NaN 0.000000 False False False False NaN NaN 11.0 NaN 11 90 False 11 90 False True False False False False no no True True X S_Uygur-2 1.0 0.863739 8.0 0.0 100000.0 0.0 0.0 1.00 362.0 42809.0
235785 S_Uygur-2 143300000 143400000 Uygur EastAsia 5 EastAsia 0.001384 NaN 0.001918 NaN 0.000000 False False False False NaN NaN NaN NaN 45 250 False 47 250 False True True True False False no no False False X S_Uygur-2 1.0 0.903322 16.0 0.0 100000.0 12.0 12.0 1.00 1433.0 28288.0
235786 S_Uygur-2 143400000 143500000 Uygur EastAsia 5 EastAsia 0.001044 NaN 0.001246 NaN 0.000000 False False False False NaN NaN NaN NaN 45 250 False 47 250 False True True True False False no no False False X S_Uygur-2 1.0 0.903322 16.0 0.0 100000.0 12.0 12.0 1.00 1434.0 26987.0
16524 B_Papuan-15 100400000 100500000 Papuan Oceania 4 Oceania 0.000976 NaN 0.001021 NaN 0.000000 False False False False NaN NaN 1.0 NaN 19 356 False 19 356 False True True True False False no no False False X B_Papuan-15 1.0 0.898850 20.0 3.0 100000.0 12.0 16.0 1.00 1004.0 35188.0
236043 S_Xibo-1 13900000 14000000 Xibo EastAsia 5 EastAsia 0.000633 NaN 0.000728 NaN 0.000000 False False False False NaN NaN 3.0 NaN 3 27 False 3 27 False True True True True False no no False False X S_Xibo-1 1.0 0.921300 46.0 0.0 100000.0 14.0 22.0 1.00 139.0 49792.0
243197 S_Yakut-2 108500000 108600000 Yakut CentralAsiaSiberia 3 CentralAsiaSiberia 0.000921 NaN 0.000975 NaN 0.000000 False False False False NaN NaN 0.0 NaN 37 14 False 37 14 False True True True False False no no False False X S_Yakut-2 1.0 0.933803 24.0 1.0 100000.0 20.0 14.0 1.00 1085.0 31405.0
8769 B_Han-3 100900000 101000000 Han EastAsia 5 EastAsia 0.000769 NaN 0.000932 NaN 0.000000 False False False False NaN NaN 1.0 NaN 21 74 False 21 74 False True False False False False no no True True X B_Han-3 1.0 0.804494 12.0 0.0 100000.0 0.0 0.0 1.00 1009.0 43389.0
226001 S_Thai-1 96100000 96200000 Thai EastAsia 5 EastAsia 0.000737 NaN 0.000771 NaN 0.000000 False False False False NaN NaN 1.0 NaN 25 236 False 25 236 False True True True False False no no False False X S_Thai-1 1.0 0.973896 75.0 1.0 100000.0 15.0 36.0 1.00 961.0 62705.0
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214234 S_Samaritan-1 5800000 5900000 Samaritan WestEurasia 1 WestEurasia 0.000425 NaN 0.000834 NaN 0.000000 False False False False NaN NaN 0.0 NaN 1 194 False 1 194 False True True True False False no no False False X S_Samaritan-1 1.0 0.917328 17.0 0.0 100000.0 0.0 0.0 1.00 58.0 62024.0
2512 B_Crete-2 96000000 96100000 Crete WestEurasia 1 WestEurasia 0.000706 NaN 0.000831 NaN 0.000000 False False False False NaN NaN 1.0 NaN 31 301 False 31 301 False True True True False False no no False False X B_Crete-2 1.0 0.917907 34.0 1.0 100000.0 0.0 23.0 1.00 960.0 49425.0
216036 S_Sardinian-1 30800000 30900000 Sardinian WestEurasia 1 WestEurasia 0.000571 NaN 0.000600 NaN 0.000000 False False False False NaN NaN 0.0 NaN 3 142 False 3 142 False True True True False False no no False False X S_Sardinian-1 1.0 0.878295 13.0 5.0 100000.0 8.0 7.0 1.00 308.0 41305.0
245692 S_Yi-1 47600000 47700000 Yi EastAsia 5 EastAsia 0.000781 NaN 0.000954 NaN 0.000000 False False False False NaN NaN 1.0 NaN 11 59 False 11 59 False True True True False False no no False False X S_Yi-1 1.0 0.901409 10.0 0.0 100000.0 0.0 0.0 1.00 476.0 23660.0
245667 S_Yi-1 45100000 45200000 Yi EastAsia 5 EastAsia 0.000473 NaN 0.000908 NaN 0.000000 False False False False NaN NaN 6.0 NaN 11 59 False 11 59 False True True True False False no no False False X S_Yi-1 1.0 0.880934 8.0 0.0 100000.0 0.0 0.0 1.00 451.0 23360.0
240954 S_Yadava-2 39400000 39500000 Yadava SouthAsia 2 SouthAsia 0.000722 0.000432 0.000783 0.000534 0.000000 False True False False NaN NaN 0.0 8.0 9 143 False 9 143 False True True True True False no ambig False False X S_Yadava-2 1.0 0.940554 19.0 1.0 99000.0 10.0 14.0 0.99 394.0 40497.0
86055 S_Eskimo_Chaplin-1 69500000 69600000 Eskimo_Chaplin CentralAsiaSiberia 3 CentralAsiaSiberia 0.000346 0.000244 0.000417 0.000059 0.000000 False True False False NaN NaN 3.0 13.0 27 57 False 27 57 False True True True False False no ambig False False X S_Eskimo_Chaplin-1 1.0 0.803277 10.0 0.0 99000.0 0.0 0.0 0.99 695.0 40154.0
224447 S_Tajik-2 95900000 96000000 Tajik WestEurasia 1 WestEurasia 0.000970 0.000083 0.000987 0.000347 0.000000 False True False False NaN NaN 1.0 11.0 33 211 False 33 197 False True True True False False no ambig False False X S_Tajik-2 1.0 0.951432 62.0 1.0 99000.0 11.0 31.0 0.99 959.0 52969.0
153294 S_Madiga-1 119800000 119900000 Madiga SouthAsia 2 SouthAsia 0.001148 0.002276 0.001224 0.002662 0.000000 False True False False NaN NaN 0.0 0.0 35 115 False 35 115 False True True True True False no ambig False False X S_Madiga-1 1.0 0.804900 9.0 0.0 99000.0 0.0 0.0 0.99 1198.0 33118.0
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168166 S_Miao-1 55000000 55100000 Miao EastAsia 5 EastAsia 0.000157 0.000183 0.000473 0.000851 0.000000 False True False False NaN NaN 3.0 31.0 15 25 False 17 25 False True False False False False no ambig True True X S_Miao-1 1.0 0.870234 7.0 0.0 99000.0 0.0 0.0 0.99 550.0 34921.0
183820 S_Papuan-11 68400000 68500000 Papuan Oceania 4 Oceania 0.000450 0.000254 0.000723 0.000461 0.000000 False True False False NaN NaN 1.0 1.0 19 77 False 19 77 False True True True True False no ambig False False X S_Papuan-11 1.0 0.808385 9.0 0.0 98000.0 0.0 0.0 0.98 684.0 47179.0
55280 S_Brahmin-1 96000000 96100000 Brahmin SouthAsia 2 SouthAsia 0.000766 0.000485 0.000866 0.000538 0.000000 False False False False NaN NaN 1.0 1.0 27 346 False 27 346 False True True True False False no no False False X S_Brahmin-1 1.0 0.906297 16.0 0.0 98000.0 0.0 7.0 0.98 960.0 49425.0
56311 S_Brahmin-2 43900000 44000000 Brahmin SouthAsia 2 SouthAsia 0.000381 0.000352 0.000639 0.000755 0.000000 False True False False NaN NaN 1.0 5.0 11 118 False 11 118 False True True True True False no ambig False False X S_Brahmin-2 1.0 0.945742 20.0 6.0 98000.0 4.0 3.0 0.98 439.0 40414.0
22688 S_Abkhasian-2 96000000 96100000 Abkhasian WestEurasia 1 WestEurasia 0.000741 0.000458 0.000849 0.000502 0.000000 False False False False NaN NaN 0.0 1.0 19 299 False 19 273 False True True True False False no no False False X S_Abkhasian-2 1.0 0.935361 13.0 0.0 98000.0 0.0 6.0 0.98 960.0 49425.0
30281 S_Ami-2 79300000 79400000 Ami EastAsia 5 EastAsia 0.000742 0.000803 0.000711 0.001612 0.000000 False True False False NaN NaN 5.0 8.0 19 208 False 19 208 False True True True False False no ambig False False X S_Ami-2 1.0 0.821255 6.0 0.0 97000.0 0.0 0.0 0.97 793.0 20722.0
66087 S_Burmese-2 90300000 90400000 Burmese EastAsia 5 EastAsia 0.001689 0.001042 0.001748 0.001547 0.000000 False False False False NaN NaN NaN NaN 21 205 False 21 205 False True True True True False no no False False X S_Burmese-2 1.0 0.916357 6.0 0.0 97000.0 0.0 2.0 0.97 903.0 26560.0
143687 S_Korean-1 90300000 90400000 Korean EastAsia 5 EastAsia 0.001769 0.000798 0.001808 0.001587 0.000000 False True False False NaN NaN NaN NaN 27 236 False 27 236 False True True True True False no ambig False False X S_Korean-1 1.0 0.952926 7.0 0.0 97000.0 0.0 2.0 0.97 903.0 26560.0
250775 S_Zapotec-2 90300000 90400000 Zapotec America 6 America 0.001815 0.001484 0.001849 0.002218 0.000000 False False False False NaN NaN NaN NaN 25 200 False 25 200 False True True True True False no no False False X S_Zapotec-2 1.0 0.952924 7.0 0.0 97000.0 0.0 2.0 0.97 903.0 26560.0
154892 S_Madiga-2 124400000 124500000 Madiga SouthAsia 2 SouthAsia 0.001179 0.000445 0.001397 0.000423 0.000000 False False False False NaN NaN 0.0 2.0 35 117 False 35 117 False True True True False False no no False False X S_Madiga-2 1.0 0.902080 10.0 1.0 97000.0 1.0 0.0 0.97 1244.0 30721.0
178538 S_Oroqen-1 5800000 5900000 Oroqen EastAsia 5 EastAsia 0.000416 0.001531 0.000820 0.002001 0.000000 True False False False NaN NaN 1.0 2.0 1 196 False 1 196 False True True True False False ambig no False False X S_Oroqen-1 1.0 0.936870 15.0 0.0 97000.0 0.0 0.0 0.97 58.0 62024.0
55087 S_Brahmin-1 76700000 76800000 Brahmin SouthAsia 2 SouthAsia 0.001066 0.000066 0.001050 0.000484 0.000000 False True False False NaN NaN 0.0 NaN 27 346 False 27 346 False True False False False False no ambig True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 96000.0 46.0 52.0 0.96 767.0 29029.0
197169 S_Papuan-9 6500000 6600000 Papuan Oceania 4 Oceania 0.000963 0.000871 0.001030 0.001169 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no no False False X S_Papuan-9 1.0 0.923596 11.0 0.0 96000.0 1.0 1.0 0.96 65.0 46970.0
134716 S_Kalash-1 124400000 124500000 Kalash SouthAsia 2 SouthAsia 0.001193 0.000540 0.001434 0.000358 0.000000 False False False False NaN NaN 0.0 1.0 29 157 False 29 157 False True True True False False no no False False X S_Kalash-1 1.0 0.869488 9.0 1.0 96000.0 1.0 0.0 0.96 1244.0 30721.0
32555 S_Armenian-1 151500000 151600000 Armenian WestEurasia 1 WestEurasia 0.000700 0.001102 0.000682 0.000888 0.000000 False False False False NaN NaN 0.0 0.0 31 209 False 31 209 False True True True True False no no False False X S_Armenian-1 1.0 0.882117 7.0 0.0 96000.0 0.0 0.0 0.96 1515.0 29977.0
137820 S_Kapu-2 124400000 124500000 Kapu SouthAsia 2 SouthAsia 0.001119 0.000547 0.001262 0.000363 0.000000 False False False False NaN NaN 0.0 0.0 37 153 False 37 153 False True True True False False no no False False X S_Kapu-2 1.0 0.845741 8.0 1.0 96000.0 1.0 0.0 0.96 1244.0 30721.0
125180 S_Jordanian-1 102000000 102100000 Jordanian WestEurasia 1 WestEurasia 0.000233 0.000119 0.000324 0.000147 0.000000 False True False False NaN NaN 3.0 7.0 9 372 False 9 372 False True True False False False no ambig False True X S_Jordanian-1 1.0 0.844200 6.0 0.0 96000.0 0.0 0.0 0.96 1020.0 41362.0
124414 S_Jordanian-1 25400000 25500000 Jordanian WestEurasia 1 WestEurasia 0.000462 0.000030 0.000776 0.000196 0.000000 False True False False NaN NaN 3.0 38.0 3 227 False 3 227 False True False False False False no ambig True True X S_Jordanian-1 1.0 0.898969 13.0 0.0 95000.0 0.0 0.0 0.95 254.0 43394.0
144812 S_Kusunda-1 47600000 47700000 Kusunda SouthAsia 2 SouthAsia 0.000764 0.000280 0.000910 0.000486 0.000000 False True False False NaN NaN 0.0 2.0 11 130 False 13 130 False True True True False False no ambig False False X S_Kusunda-1 1.0 0.804754 6.0 0.0 95000.0 0.0 0.0 0.95 476.0 23660.0
66156 S_Burmese-2 97200000 97300000 Burmese EastAsia 5 EastAsia 0.000844 0.000111 0.001013 0.000556 0.000000 False True False False NaN NaN 0.0 29.0 21 205 False 21 205 False True False False False False no ambig True True X S_Burmese-2 1.0 0.947885 19.0 0.0 94000.0 10.0 10.0 0.94 972.0 39889.0
172153 S_Mongola-1 143300000 143400000 Mongola CentralAsiaSiberia 3 CentralAsiaSiberia 0.001365 0.001198 0.001894 0.001355 0.000000 False False False False NaN NaN NaN NaN 31 229 False 31 229 False True True True False False no no False False X S_Mongola-1 1.0 0.959974 9.0 0.0 94000.0 6.0 6.0 0.94 1433.0 28288.0
125477 S_Jordanian-1 131700000 131800000 Jordanian WestEurasia 1 WestEurasia 0.000389 0.000175 0.000605 0.000337 0.000000 False True False True NaN 0.000175 0.0 43.0 11 439 False 12 5 True True False False False False no yes True True X S_Jordanian-1 1.0 0.912349 13.0 0.0 94000.0 0.0 0.0 0.94 1317.0 57521.0
146331 S_Kusunda-2 44300000 44400000 Kusunda SouthAsia 2 SouthAsia 0.001242 0.000203 0.001169 0.000000 0.000000 False True False False NaN NaN 0.0 0.0 9 71 False 9 71 False True True True True False no ambig False False X S_Kusunda-2 1.0 0.870140 14.0 1.0 94000.0 6.0 6.0 0.94 443.0 34315.0
211542 S_Russian-1 47000000 47100000 Russian WestEurasia 1 WestEurasia 0.000205 0.000039 0.000407 0.000140 0.000000 False True False False NaN NaN 0.0 1.0 7 174 False 7 174 False True True True False False no ambig False False X S_Russian-1 1.0 0.866236 8.0 0.0 93000.0 0.0 0.0 0.93 470.0 57521.0
102908 S_Han-2 47600000 47700000 Han EastAsia 5 EastAsia 0.000815 0.000660 0.000944 0.000860 0.000000 False False False False NaN NaN 1.0 2.0 15 117 False 15 117 False True True True False False no no False False X S_Han-2 1.0 0.867392 7.0 0.0 93000.0 0.0 0.0 0.93 476.0 23660.0
62932 S_Bulgarian-2 85200000 85300000 Bulgarian WestEurasia 1 WestEurasia 0.001121 0.000623 0.001262 0.000727 0.000000 False False False False NaN NaN 1.0 3.0 27 207 False 27 207 False True True True False False no no False False X S_Bulgarian-2 1.0 0.934991 21.0 0.0 93000.0 0.0 0.0 0.93 852.0 38630.0
236880 S_Xibo-1 97600000 97700000 Xibo EastAsia 5 EastAsia 0.000746 0.000273 0.000665 0.000293 0.000000 False False False False NaN NaN 0.0 1.0 17 208 False 17 208 False True False False False False no no True True X S_Xibo-1 1.0 0.934520 15.0 1.0 93000.0 8.0 8.0 0.93 976.0 33183.0
93586 S_Finnish-3 46600000 46700000 Finnish WestEurasia 1 WestEurasia 0.000547 0.000153 0.000510 0.000142 0.000000 False True False False NaN NaN 0.0 12.0 7 117 False 7 117 False True True True True False no ambig False False X S_Finnish-3 1.0 0.916964 34.0 6.0 93000.0 16.0 16.0 0.93 466.0 30129.0
197250 S_Papuan-9 14600000 14700000 Papuan Oceania 4 Oceania 0.000706 0.001438 0.000644 0.000584 0.000000 False False False False NaN NaN 0.0 0.0 3 75 False 3 75 False True False False False False no no True True X S_Papuan-9 1.0 0.979756 39.0 0.0 92000.0 15.0 28.0 0.92 146.0 54837.0
236041 S_Xibo-1 13700000 13800000 Xibo EastAsia 5 EastAsia 0.000717 0.000374 0.000754 0.000682 0.000000 False True False False NaN NaN 0.0 0.0 3 27 False 3 27 False True True True True False no ambig False False X S_Xibo-1 1.0 0.921300 46.0 0.0 92000.0 14.0 22.0 0.92 137.0 62375.0
56078 S_Brahmin-2 20600000 20700000 Brahmin SouthAsia 2 SouthAsia 0.000952 0.000541 0.001014 0.001347 0.000000 False True False True NaN 0.000541 0.0 42.0 5 73 False 4 13 True True False False False False no yes True True X S_Brahmin-2 1.0 0.954011 21.0 0.0 92000.0 9.0 10.0 0.92 206.0 41578.0
236906 S_Xibo-1 100200000 100300000 Xibo EastAsia 5 EastAsia 0.000348 0.000199 0.000658 0.000396 0.000000 False True False False NaN NaN 0.0 0.0 19 87 False 19 87 False True True True False False no ambig False False X S_Xibo-1 1.0 0.860152 6.0 0.0 92000.0 0.0 0.0 0.92 1002.0 29506.0
222077 S_Tajik-1 14100000 14200000 Tajik WestEurasia 1 WestEurasia 0.000913 0.000335 0.001142 0.000854 0.000000 False False False False NaN NaN 0.0 0.0 3 78 False 3 78 False True False False False False no no True True X S_Tajik-1 1.0 0.941704 33.0 2.0 92000.0 15.0 15.0 0.92 141.0 41397.0
49058 S_Bengali-1 94600000 94700000 Bengali SouthAsia 2 SouthAsia 0.000823 0.000307 0.000863 0.000374 0.000000 False False False False NaN NaN 0.0 0.0 23 207 False 23 207 False True False False False False no no True True X S_Bengali-1 1.0 0.871690 9.0 0.0 92000.0 3.0 3.0 0.92 946.0 34458.0
215951 S_Sardinian-1 22300000 22400000 Sardinian WestEurasia 1 WestEurasia 0.001370 0.000393 0.001534 0.001030 0.000000 False True False False NaN NaN 0.0 0.0 3 142 False 3 142 False True True True True False no ambig False False X S_Sardinian-1 1.0 0.912082 27.0 4.0 92000.0 19.0 19.0 0.92 223.0 50365.0
161847 S_Maori-1 43900000 44000000 Maori Oceania 4 Oceania 0.000794 0.000522 0.000897 0.000439 0.000000 False False False False NaN NaN 0.0 0.0 9 130 False 9 130 False True True True True False no no False False X S_Maori-1 1.0 0.956592 20.0 3.0 92000.0 8.0 10.0 0.92 439.0 40414.0
161884 S_Maori-1 47600000 47700000 Maori Oceania 4 Oceania 0.000737 0.000474 0.000939 0.000843 0.000000 False True False False NaN NaN 0.0 4.0 9 130 False 9 130 False True True True False False no ambig False False X S_Maori-1 1.0 0.821298 7.0 0.0 91000.0 0.0 0.0 0.91 476.0 23660.0
137447 S_Kapu-2 87100000 87200000 Kapu SouthAsia 2 SouthAsia 0.001230 0.000445 0.001258 0.000662 0.000000 False True False False NaN NaN 0.0 0.0 31 207 False 31 207 False True True True False False no ambig False False X S_Kapu-2 1.0 0.902235 15.0 2.0 91000.0 7.0 7.0 0.91 871.0 30171.0
125296 S_Jordanian-1 113600000 113700000 Jordanian WestEurasia 1 WestEurasia 0.000493 0.000469 0.000847 0.000488 0.000000 False True False False NaN NaN 0.0 5.0 11 439 False 11 200 False True False False False False no ambig True True X S_Jordanian-1 1.0 0.897311 7.0 0.0 91000.0 0.0 0.0 0.91 1136.0 36763.0
135895 S_Kapu-1 87100000 87200000 Kapu SouthAsia 2 SouthAsia 0.001267 0.000358 0.001277 0.000493 0.000000 False True False False NaN NaN 0.0 0.0 21 228 False 21 228 False True True True False False no ambig False False X S_Kapu-1 1.0 0.896815 16.0 2.0 91000.0 7.0 7.0 0.91 871.0 30171.0
187837 S_Papuan-3 4500000 4600000 Papuan Oceania 4 Oceania 0.001424 0.000418 0.001434 0.000629 0.000000 False True False False NaN NaN 0.0 0.0 1 110 False 1 110 False True True True True False no ambig False False X S_Papuan-3 1.0 0.946886 79.0 21.0 91000.0 13.0 14.0 0.91 45.0 45163.0
191868 S_Papuan-5 97200000 97300000 Papuan Oceania 4 Oceania 0.000850 0.000569 0.000996 0.000721 0.000000 False False False False NaN NaN 0.0 0.0 17 32 False 17 32 False True False False False False no no True True X S_Papuan-5 1.0 0.949162 19.0 0.0 91000.0 11.0 11.0 0.91 972.0 39889.0
126716 S_Jordanian-2 100400000 100500000 Jordanian WestEurasia 1 WestEurasia 0.000922 0.000151 0.000994 0.000293 0.000000 False True False False NaN NaN 0.0 2.0 25 161 False 25 161 False True True True False False no ambig False False X S_Jordanian-2 1.0 0.916630 8.0 0.0 91000.0 5.0 6.0 0.91 1004.0 35188.0
104856 S_Hawaiian-1 87200000 87300000 Hawaiian Oceania 4 Oceania 0.001117 0.000768 0.001373 0.001356 0.000000 False False False False NaN NaN 0.0 0.0 23 211 False 23 211 False True True True False False no no False False X S_Hawaiian-1 1.0 0.918426 19.0 0.0 91000.0 8.0 7.0 0.91 872.0 21450.0
108476 S_Hazara-2 138800000 138900000 Hazara SouthAsia 2 SouthAsia 0.000494 0.000151 0.000502 0.000342 0.000000 False False False False NaN NaN 0.0 0.0 31 228 False 31 228 False True True True False False no no False False X S_Hazara-2 1.0 0.910361 9.0 0.0 90000.0 0.0 0.0 0.90 1388.0 59828.0
123460 S_Japanese-3 85200000 85300000 Japanese EastAsia 5 EastAsia 0.001144 0.000545 0.001289 0.000688 0.000000 False False False False NaN NaN 3.0 3.0 31 138 False 31 138 False True True True False False no no False False X S_Japanese-3 1.0 0.872659 25.0 0.0 90000.0 0.0 0.0 0.90 852.0 38630.0
184829 S_Papuan-12 14100000 14200000 Papuan Oceania 4 Oceania 0.001120 0.000218 0.001270 0.000679 0.000000 False True False False NaN NaN 0.0 2.0 3 87 False 3 87 False True False False False False no ambig True True X S_Papuan-12 1.0 0.906033 24.0 3.0 90000.0 11.0 12.0 0.90 141.0 41397.0
156646 S_Makrani-1 144600000 144700000 Makrani SouthAsia 2 SouthAsia 0.001296 0.001014 0.001402 0.001150 0.000000 False False False False NaN NaN 0.0 0.0 29 208 False 29 208 False True True True False False no no False False X S_Makrani-1 1.0 0.806933 8.0 0.0 90000.0 0.0 5.0 0.90 1446.0 28548.0
209413 S_Relli-1 144500000 144600000 Relli SouthAsia 2 SouthAsia 0.000919 0.000168 0.000973 0.000189 0.000000 False True False False NaN NaN 0.0 0.0 31 250 False 31 250 False True True True True False no ambig False False X S_Relli-1 1.0 0.839880 13.0 1.0 90000.0 1.0 11.0 0.90 1445.0 25937.0
125538 S_Jordanian-1 137800000 137900000 Jordanian WestEurasia 1 WestEurasia 0.000200 0.000119 0.000281 0.000121 0.000000 False True False False NaN NaN 0.0 4.0 11 439 False 13 234 False True True True True False no ambig False False X S_Jordanian-1 1.0 0.945213 11.0 0.0 90000.0 0.0 0.0 0.90 1378.0 46723.0
191042 S_Papuan-5 14600000 14700000 Papuan Oceania 4 Oceania 0.000684 0.000447 0.000719 0.000689 0.000000 False True False False NaN NaN 1.0 17.0 3 79 False 3 79 False True False False False False no ambig True True X S_Papuan-5 1.0 0.910989 15.0 0.0 89000.0 4.0 7.0 0.89 146.0 54837.0
55095 S_Brahmin-1 77500000 77600000 Brahmin SouthAsia 2 SouthAsia 0.000741 0.000834 0.000754 0.000851 0.000000 False False False False NaN NaN 0.0 0.0 27 346 False 27 346 False True False False False False no no True True X S_Brahmin-1 1.0 0.974849 84.0 31.0 89000.0 46.0 52.0 0.89 775.0 25917.0
153979 S_Madiga-2 33100000 33200000 Madiga SouthAsia 2 SouthAsia 0.001110 0.000134 0.001256 0.000656 0.000000 False True False False NaN NaN 0.0 0.0 13 79 False 13 79 False True True True True False no ambig False False X S_Madiga-2 1.0 0.846463 20.0 5.0 89000.0 12.0 12.0 0.89 331.0 55245.0
20566 S_Abkhasian-1 39000000 39100000 Abkhasian WestEurasia 1 WestEurasia 0.000643 0.000254 0.000727 0.000584 0.000000 False True False False NaN NaN 1.0 15.0 13 155 False 13 155 False True True True True False no ambig False False X S_Abkhasian-1 1.0 0.887901 14.0 0.0 89000.0 9.0 11.0 0.89 390.0 50232.0
249388 S_Zapotec-1 106800000 106900000 Zapotec America 6 America 0.000679 0.000363 0.000624 0.000514 0.000000 False False False False NaN NaN 0.0 1.0 33 38 False 37 38 False True False False False False no no True True X S_Zapotec-1 1.0 0.878974 10.0 0.0 89000.0 0.0 0.0 0.89 1068.0 43493.0
187611 S_Papuan-2 137100000 137200000 Papuan Oceania 4 Oceania 0.000504 0.000554 0.000624 0.000685 0.000000 False False False False NaN NaN 9.0 10.0 37 238 False 39 238 False True True True False False no no False False X S_Papuan-2 1.0 0.807683 8.0 0.0 88000.0 3.0 3.0 0.88 1371.0 21520.0
112208 S_Igorot-2 46400000 46500000 Igorot Oceania 4 Oceania 0.000869 0.000181 0.000874 0.000212 0.000000 False False False False NaN NaN 0.0 1.0 13 59 False 15 59 False True True True False False no no False False X S_Igorot-2 1.0 0.931017 22.0 3.0 88000.0 7.0 7.0 0.88 464.0 46588.0
33444 S_Armenian-2 85200000 85300000 Armenian WestEurasia 1 WestEurasia 0.001129 0.000476 0.001276 0.000573 0.000000 False False False False NaN NaN 2.0 5.0 25 136 False 25 136 False True True True False False no no False False X S_Armenian-2 1.0 0.950265 24.0 0.0 88000.0 0.0 0.0 0.88 852.0 38630.0
128116 S_Jordanian-3 85200000 85300000 Jordanian WestEurasia 1 WestEurasia 0.001131 0.000697 0.001270 0.000831 0.000000 False False False False NaN NaN 0.0 0.0 27 168 False 29 168 False True True True False False no no False False X S_Jordanian-3 1.0 0.959016 23.0 0.0 88000.0 0.0 0.0 0.88 852.0 38630.0
161885 S_Maori-1 47700000 47800000 Maori Oceania 4 Oceania 0.000534 0.000277 0.000682 0.000779 0.000000 False False False False NaN NaN 0.0 4.0 9 130 False 9 130 False True True True False False no no False False X S_Maori-1 1.0 0.821298 7.0 0.0 88000.0 0.0 0.0 0.88 477.0 20837.0
211464 S_Russian-1 39200000 39300000 Russian WestEurasia 1 WestEurasia 0.000507 0.000173 0.000786 0.000276 0.000000 False True False False NaN NaN 1.0 2.0 7 174 False 7 174 False True True True False False no ambig False False X S_Russian-1 1.0 0.846219 32.0 1.0 88000.0 1.0 1.0 0.88 392.0 47290.0
124375 S_Jordanian-1 21500000 21600000 Jordanian WestEurasia 1 WestEurasia 0.000126 0.000033 0.000328 0.000154 0.000000 False True False False NaN NaN 0.0 0.0 3 227 False 3 227 False True False False False False no ambig True True X S_Jordanian-1 1.0 0.823870 18.0 0.0 88000.0 0.0 0.0 0.88 215.0 62348.0
2514 B_Crete-2 96200000 96300000 Crete WestEurasia 1 WestEurasia 0.000680 0.000299 0.000745 0.000530 0.000000 False True False False NaN NaN 1.0 5.0 31 301 False 31 301 False True True True False False no ambig False False X B_Crete-2 1.0 0.917907 34.0 1.0 87000.0 0.0 23.0 0.87 962.0 55553.0
188854 S_Papuan-3 106200000 106300000 Papuan Oceania 4 Oceania 0.000274 0.000334 0.000571 0.000651 0.000000 False True False False NaN NaN 19.0 41.0 17 51 False 19 51 False True True True True False no ambig False False X S_Papuan-3 1.0 0.866755 9.0 0.0 87000.0 0.0 0.0 0.87 1062.0 35505.0
105460 S_Hawaiian-1 147600000 147700000 Hawaiian Oceania 4 Oceania 0.000271 0.000078 0.000580 0.000171 0.006211 False True False False NaN NaN 1.0 15.0 33 237 False 33 237 False True True True False False no ambig False False X S_Hawaiian-1 1.0 0.822130 8.0 0.0 87000.0 0.0 0.0 0.87 1476.0 65264.0
153640 S_Madiga-1 154400000 154500000 Madiga SouthAsia 2 SouthAsia 0.000356 0.000801 0.000311 0.000612 0.000000 False False False False NaN NaN 2.0 14.0 45 222 False 45 222 False True False False False False no no True True X S_Madiga-1 1.0 0.829585 6.0 0.0 87000.0 0.0 0.0 0.87 1544.0 33619.0
1087 B_Australian-4 108700000 108800000 Australian Oceania 4 Oceania 0.000773 0.000288 0.000843 0.000562 0.000000 False False False False NaN NaN 0.0 7.0 21 142 False 21 142 False True True True False False no no False False X B_Australian-4 1.0 0.969715 19.0 9.0 87000.0 16.0 17.0 0.87 1087.0 32476.0
189036 S_Papuan-3 124400000 124500000 Papuan Oceania 4 Oceania 0.000457 0.000282 0.001173 0.000563 0.000000 False True False False NaN NaN 1.0 3.0 19 151 False 21 151 False True True True False False no ambig False False X S_Papuan-3 1.0 0.807812 7.0 1.0 86000.0 1.0 0.0 0.86 1244.0 30721.0
231084 S_Tujia-1 138800000 138900000 Tujia EastAsia 5 EastAsia 0.000511 0.000252 0.000498 0.000379 0.000000 False False False False NaN NaN 3.0 6.0 47 210 False 51 210 False True True True False False no no False False X S_Tujia-1 1.0 0.877064 9.0 0.0 86000.0 0.0 0.0 0.86 1388.0 59828.0
124662 S_Jordanian-1 50200000 50300000 Jordanian WestEurasia 1 WestEurasia 0.000580 0.000649 0.000555 0.000343 0.000000 False False False False NaN NaN 1.0 1.0 5 104 False 5 104 False True False False False False no no True True X S_Jordanian-1 1.0 0.889902 10.0 0.0 86000.0 0.0 0.0 0.86 502.0 42542.0
197162 S_Papuan-9 5800000 5900000 Papuan Oceania 4 Oceania 0.000401 0.000622 0.000801 0.000964 0.000000 True False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False ambig no False False X S_Papuan-9 1.0 0.857533 12.0 0.0 86000.0 0.0 0.0 0.86 58.0 62024.0
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99386 S_Greek-1 5800000 5900000 Greek WestEurasia 1 WestEurasia 0.000387 0.000565 0.000791 0.000887 0.000000 True False False False NaN NaN 0.0 0.0 1 195 False 1 195 False True True True False False ambig no False False X S_Greek-1 1.0 0.831724 9.0 0.0 76000.0 0.0 0.0 0.76 58.0 62024.0
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224451 S_Tajik-2 96300000 96400000 Tajik WestEurasia 1 WestEurasia 0.000772 0.000342 0.000909 0.000801 0.000000 False True False False NaN NaN 0.0 1.0 33 211 False 33 197 False True True True True False no ambig False False X S_Tajik-2 1.0 0.951432 62.0 1.0 76000.0 11.0 31.0 0.76 963.0 64389.0
241412 S_Yadava-2 85200000 85300000 Yadava SouthAsia 2 SouthAsia 0.001151 0.000564 0.001296 0.000642 0.000000 False False False False NaN NaN 0.0 1.0 29 207 False 29 207 False True True True False False no no False False X S_Yadava-2 1.0 0.962371 21.0 0.0 76000.0 0.0 0.0 0.76 852.0 38630.0
181649 S_Papuan-10 6500000 6600000 Papuan Oceania 4 Oceania 0.000937 0.000432 0.001044 0.000788 0.000000 False True False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no ambig False False X S_Papuan-10 1.0 0.886378 10.0 5.0 75000.0 0.0 0.0 0.75 65.0 46970.0
196404 S_Papuan-8 85200000 85300000 Papuan Oceania 4 Oceania 0.001117 0.000438 0.001260 0.000522 0.000000 False False False False NaN NaN 0.0 0.0 19 275 False 19 275 False True True True False False no no False False X S_Papuan-8 1.0 0.953535 22.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
22580 S_Abkhasian-2 85200000 85300000 Abkhasian WestEurasia 1 WestEurasia 0.001102 0.000465 0.001248 0.000541 0.000000 False False False False NaN NaN 0.0 1.0 19 299 False 19 273 False True True True False False no no False False X S_Abkhasian-2 1.0 0.966131 23.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
97076 S_Georgian-1 85200000 85300000 Georgian WestEurasia 1 WestEurasia 0.001152 0.000515 0.001292 0.000596 0.000000 False False False False NaN NaN 2.0 4.0 25 138 False 25 138 False True True True False False no no False False X S_Georgian-1 1.0 0.966031 22.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
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186687 S_Papuan-2 44700000 44800000 Papuan Oceania 4 Oceania 0.000914 0.000750 0.000871 0.000765 0.000000 False False False False NaN NaN 0.0 0.0 11 59 False 13 59 False True True True False False no no False False X S_Papuan-2 1.0 0.977015 57.0 30.0 75000.0 38.0 45.0 0.75 447.0 31280.0
182436 S_Papuan-10 85200000 85300000 Papuan Oceania 4 Oceania 0.001160 0.000473 0.001289 0.000548 0.000000 False False False False NaN NaN 0.0 2.0 17 207 False 19 207 False True True True False False no no False False X S_Papuan-10 1.0 0.966155 21.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
101103 S_Greek-2 22300000 22400000 Greek WestEurasia 1 WestEurasia 0.001362 0.000897 0.001514 0.001394 0.000000 False False False False NaN NaN 0.0 0.0 7 142 False 7 142 False True True True True False no no False False X S_Greek-2 1.0 0.940377 39.0 5.0 75000.0 29.0 26.0 0.75 223.0 50365.0
230548 S_Tujia-1 85200000 85300000 Tujia EastAsia 5 EastAsia 0.001167 0.000519 0.001307 0.000587 0.000000 False False False False NaN NaN 3.0 3.0 31 209 False 31 198 False True True True False False no no False False X S_Tujia-1 1.0 0.890652 26.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
16372 B_Papuan-15 85200000 85300000 Papuan Oceania 4 Oceania 0.001039 0.000208 0.001171 0.000244 0.000000 False False False False NaN NaN 0.0 2.0 19 356 False 19 356 False True True True False False no no False False X B_Papuan-15 1.0 0.943558 22.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
142084 S_Kinh-2 85200000 85300000 Kinh EastAsia 5 EastAsia 0.001134 0.000485 0.001277 0.000569 0.000000 False False False False NaN NaN 3.0 3.0 29 136 False 29 136 False True True True False False no no False False X S_Kinh-2 1.0 0.966184 23.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
153530 S_Madiga-1 143400000 143500000 Madiga SouthAsia 2 SouthAsia 0.001024 0.000874 0.001203 0.000953 0.000000 False False False False NaN NaN NaN NaN 45 222 False 45 222 False True True True False False no no False False X S_Madiga-1 1.0 0.939171 9.0 0.0 75000.0 6.0 8.0 0.75 1434.0 26987.0
227444 S_Tlingit-1 85200000 85300000 Tlingit CentralAsiaSiberia 3 CentralAsiaSiberia 0.001132 0.000481 0.001264 0.000545 0.000000 False False False False NaN NaN 0.0 1.0 43 138 False 43 138 False True True True False False no no False False X S_Tlingit-1 1.0 0.953642 21.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
64484 S_Burmese-1 85200000 85300000 Burmese EastAsia 5 EastAsia 0.001127 0.000482 0.001262 0.000563 0.000000 False False False False NaN NaN 3.0 3.0 37 236 False 37 236 False True True True False False no no False False X S_Burmese-1 1.0 0.962264 21.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
7060 B_French-3 85200000 85300000 French WestEurasia 1 WestEurasia 0.001098 0.000478 0.001238 0.000557 0.000000 False False False False NaN NaN 0.0 2.0 25 205 False 25 205 False True True True False False no no False False X B_French-3 1.0 0.966181 23.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
140085 S_Khonda_Dora-1 40500000 40600000 Khonda_Dora SouthAsia 2 SouthAsia 0.000546 0.000483 0.000554 0.000432 0.000000 False False False False NaN NaN 0.0 0.0 9 128 False 11 128 False True True True False False no no False False X S_Khonda_Dora-1 1.0 0.907626 8.0 1.0 75000.0 1.0 1.0 0.75 405.0 50575.0
202612 S_Polish-1 85200000 85300000 Polish WestEurasia 1 WestEurasia 0.001131 0.000590 0.001263 0.000665 0.000000 False False False False NaN NaN 2.0 2.0 31 217 False 31 217 False True True True False False no no False False X S_Polish-1 1.0 0.965925 20.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
211924 S_Russian-1 85200000 85300000 Russian WestEurasia 1 WestEurasia 0.001147 0.000518 0.001283 0.000585 0.000000 False False False False NaN NaN 2.0 2.0 13 332 False 15 332 False True True True False False no no False False X S_Russian-1 1.0 0.900377 27.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
208820 S_Relli-1 85200000 85300000 Relli SouthAsia 2 SouthAsia 0.001108 0.000507 0.001247 0.000587 0.000000 False False False False NaN NaN 1.0 2.0 23 247 False 23 247 False True True True False False no no False False X S_Relli-1 1.0 0.964085 21.0 0.0 75000.0 0.0 0.0 0.75 852.0 38630.0
128698 S_Jordanian-3 143400000 143500000 Jordanian WestEurasia 1 WestEurasia 0.001052 0.000748 0.001233 0.000878 0.000000 False False False False NaN NaN NaN NaN 43 221 False 47 221 False True True True False False no no False False X S_Jordanian-3 1.0 0.952586 13.0 0.0 75000.0 8.0 10.0 0.75 1434.0 26987.0
188846 S_Papuan-3 105400000 105500000 Papuan Oceania 4 Oceania 0.000182 0.000123 0.000440 0.000424 0.006211 False False False False NaN NaN 2.0 15.0 17 51 False 19 51 False True True True False False no no False False X S_Papuan-3 1.0 0.865215 10.0 0.0 74000.0 0.0 0.0 0.74 1054.0 37364.0
211563 S_Russian-1 49100000 49200000 Russian WestEurasia 1 WestEurasia 0.000412 0.004452 0.000586 0.006298 0.012422 False True False False NaN NaN 0.0 0.0 7 174 False 7 174 False True True True False False no ambig False False X S_Russian-1 1.0 0.850361 8.0 0.0 74000.0 0.0 0.0 0.74 491.0 33028.0
23964 S_Adygei-1 68400000 68500000 Adygei WestEurasia 1 WestEurasia 0.000480 0.000561 0.000707 0.000684 0.000000 False False False False NaN NaN 0.0 0.0 25 72 False 25 72 False True True True True False no no False False X S_Adygei-1 1.0 0.827803 8.0 0.0 74000.0 0.0 0.0 0.74 684.0 47179.0
121114 S_Japanese-1 5800000 5900000 Japanese EastAsia 5 EastAsia 0.000424 0.000582 0.000827 0.000871 0.000000 True False False False NaN NaN 2.0 2.0 1 110 False 1 110 False True True True False False ambig no False False X S_Japanese-1 1.0 0.869052 11.0 0.0 74000.0 0.0 0.0 0.74 58.0 62024.0
191869 S_Papuan-5 97300000 97400000 Papuan Oceania 4 Oceania 0.000979 0.001445 0.000966 0.001364 0.000000 False False False False NaN NaN 0.0 0.0 17 32 False 17 32 False True False False False False no no True True X S_Papuan-5 1.0 0.949162 19.0 0.0 74000.0 11.0 11.0 0.74 973.0 31921.0
187911 S_Papuan-3 11900000 12000000 Papuan Oceania 4 Oceania 0.000806 0.000187 0.000979 0.000307 0.000000 False True False False NaN NaN 0.0 8.0 3 78 False 3 78 False True True True False False no ambig False False X S_Papuan-3 1.0 0.951690 11.0 2.0 74000.0 2.0 2.0 0.74 119.0 44334.0
20567 S_Abkhasian-1 39100000 39200000 Abkhasian WestEurasia 1 WestEurasia 0.000554 0.000352 0.000639 0.000585 0.000000 False True False False NaN NaN 1.0 15.0 13 155 False 13 155 False True True True False False no ambig False False X S_Abkhasian-1 1.0 0.887901 14.0 0.0 74000.0 9.0 11.0 0.74 391.0 46649.0
210840 S_Relli-2 132000000 132100000 Relli SouthAsia 2 SouthAsia 0.000401 0.000391 0.000293 0.000267 0.000000 False False False False NaN NaN 1.0 1.0 29 250 False 31 250 False True False False False False no no True True X S_Relli-2 1.0 0.886532 8.0 0.0 74000.0 0.0 0.0 0.74 1320.0 41526.0
111802 S_Igorot-2 5800000 5900000 Igorot Oceania 4 Oceania 0.000432 0.000548 0.000833 0.000830 0.000000 False True False False NaN NaN 1.0 1.0 1 102 False 1 102 False True True True False False no ambig False False X S_Igorot-2 1.0 0.884355 10.0 0.0 74000.0 0.0 0.0 0.74 58.0 62024.0
1054 B_Australian-4 105400000 105500000 Australian Oceania 4 Oceania 0.000170 0.000116 0.000429 0.000405 0.006211 False True False False NaN NaN 31.0 35.0 21 142 False 21 142 False True True True False False no ambig False False X B_Australian-4 1.0 0.879494 8.0 0.0 73000.0 0.0 0.0 0.73 1054.0 37364.0
122666 S_Japanese-3 5800000 5900000 Japanese EastAsia 5 EastAsia 0.000417 0.000553 0.000812 0.000823 0.000000 True True False False NaN NaN 1.0 1.0 1 111 False 1 111 False True True True False False ambig ambig False False X S_Japanese-3 1.0 0.924248 10.0 0.0 73000.0 0.0 0.0 0.73 58.0 62024.0
147880 S_Kyrgyz-1 44000000 44100000 Kyrgyz CentralAsiaSiberia 3 CentralAsiaSiberia 0.000574 0.000756 0.000608 0.000783 0.000000 False False False False NaN NaN 0.0 0.0 13 117 False 13 117 False True True True False False no no False False X S_Kyrgyz-1 1.0 0.853150 7.0 2.0 73000.0 4.0 5.0 0.73 440.0 44288.0
191347 S_Papuan-5 45100000 45200000 Papuan Oceania 4 Oceania 0.000675 0.000243 0.000875 0.000677 0.000000 False True False False NaN NaN 1.0 10.0 9 131 False 9 131 False True True True False False no ambig False False X S_Papuan-5 1.0 0.860090 5.0 4.0 73000.0 5.0 5.0 0.73 451.0 23360.0
75185 S_Czech-2 68900000 69000000 Czech WestEurasia 1 WestEurasia 0.000394 0.000483 0.000337 0.000372 0.000000 False False False False NaN NaN 0.0 0.0 17 75 False 17 75 False True True True False False no no False False X S_Czech-2 1.0 0.886000 13.0 0.0 73000.0 0.0 0.0 0.73 689.0 22747.0
193522 S_Papuan-6 107400000 107500000 Papuan Oceania 4 Oceania 0.000775 0.000560 0.000734 0.000608 0.000000 False False False False NaN NaN 0.0 7.0 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 2.0 0.894209 76.0 10.0 73000.0 48.0 52.0 0.73 1074.0 67616.0
29546 S_Ami-2 5800000 5900000 Ami EastAsia 5 EastAsia 0.000419 0.000590 0.000825 0.000860 0.000000 True False False False NaN NaN 2.0 2.0 1 200 False 1 200 False True True True False False ambig no False False X S_Ami-2 1.0 0.852206 12.0 0.0 72000.0 0.0 0.0 0.72 58.0 62024.0
186128 S_Papuan-12 144000000 144100000 Papuan Oceania 4 Oceania 0.000894 0.000880 0.001247 0.001390 0.000000 False True False False NaN NaN 1.0 0.0 33 234 False 33 234 False True True True True False no ambig False False X S_Papuan-12 1.0 0.847681 11.0 0.0 72000.0 0.0 0.0 0.72 1440.0 25229.0
62138 S_Bulgarian-2 5800000 5900000 Bulgarian WestEurasia 1 WestEurasia 0.000422 0.000640 0.000829 0.000912 0.000000 True False False False NaN NaN 0.0 0.0 1 199 False 1 199 False True True True False False ambig no False False X S_Bulgarian-2 1.0 0.871597 11.0 0.0 72000.0 0.0 0.0 0.72 58.0 62024.0
59538 S_Brahui-2 56200000 56300000 Brahui SouthAsia 2 SouthAsia 0.000321 0.000365 0.000587 0.000801 0.000000 False True False False NaN NaN 16.0 32.0 15 17 False 15 17 False True False False False False no ambig True True X S_Brahui-2 1.0 0.827771 6.0 0.0 72000.0 0.0 0.0 0.72 562.0 30171.0
125218 S_Jordanian-1 105800000 105900000 Jordanian WestEurasia 1 WestEurasia 0.000185 0.000170 0.000599 0.000662 0.000000 False False False False NaN NaN 3.0 10.0 9 372 False 9 372 False True True True False False no no False False X S_Jordanian-1 1.0 0.830486 7.0 0.0 72000.0 0.0 0.0 0.72 1058.0 30532.0
72675 S_Chechen-1 128300000 128400000 Chechen WestEurasia 1 WestEurasia 0.001103 0.000794 0.001126 0.000751 0.000000 False False False False NaN NaN 0.0 0.0 39 18 False 39 18 False True True True False False no no False False X S_Chechen-1 1.0 0.841699 10.0 1.0 72000.0 1.0 1.0 0.72 1283.0 34340.0
23674 S_Adygei-1 39400000 39500000 Adygei WestEurasia 1 WestEurasia 0.000610 0.000225 0.000672 0.000305 0.000000 False True False False NaN NaN 0.0 1.0 15 130 False 15 130 False True True True True False no ambig False False X S_Adygei-1 1.0 0.882401 18.0 0.0 72000.0 10.0 14.0 0.72 394.0 40497.0
92594 S_Even-2 102600000 102700000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.000545 0.000437 0.000566 0.000546 0.000000 False False False False NaN NaN 0.0 0.0 31 53 False 31 53 False True True True False False no no False False X S_Even-2 1.0 0.955452 19.0 2.0 72000.0 8.0 7.0 0.72 1026.0 32728.0
125366 S_Jordanian-1 120600000 120700000 Jordanian WestEurasia 1 WestEurasia 0.000466 0.000397 0.000837 0.000582 0.006211 False True False False NaN NaN 0.0 27.0 11 439 False 11 200 False True True False False False no ambig False False X S_Jordanian-1 1.0 0.930383 8.0 0.0 72000.0 0.0 0.0 0.72 1206.0 32204.0
16960 B_Papuan-15 144000000 144100000 Papuan Oceania 4 Oceania 0.000894 0.000831 0.001226 0.001303 0.000000 False True False False NaN NaN 1.0 0.0 29 216 False 29 216 False True True True True False no ambig False False X B_Papuan-15 1.0 0.848729 11.0 0.0 72000.0 0.0 0.0 0.72 1440.0 25229.0
95524 S_French-1 85200000 85300000 French WestEurasia 1 WestEurasia 0.001144 0.000509 0.001281 0.000603 0.000000 False False False False NaN NaN 2.0 4.0 21 125 False 21 125 False True True True False False no no False False X S_French-1 1.0 0.955511 21.0 0.0 72000.0 0.0 0.0 0.72 852.0 38630.0
211470 S_Russian-1 39800000 39900000 Russian WestEurasia 1 WestEurasia 0.000455 0.000355 0.000606 0.000570 0.000000 False True False False NaN NaN 0.0 0.0 7 174 False 7 174 False True True True True False no ambig False False X S_Russian-1 1.0 0.812569 6.0 0.0 72000.0 0.0 0.0 0.72 398.0 45059.0
203370 S_Punjabi-1 5800000 5900000 Punjabi SouthAsia 2 SouthAsia 0.000422 0.000611 0.000749 0.000658 0.000000 False False False False NaN NaN 0.0 0.0 1 109 False 1 109 False True True True False False no no False False X S_Punjabi-1 1.0 0.867135 11.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
234410 S_Uygur-2 5800000 5900000 Uygur EastAsia 5 EastAsia 0.000400 0.000541 0.000803 0.000801 0.000000 True False False False NaN NaN 0.0 0.0 1 102 False 1 102 False True True True False False ambig no False False X S_Uygur-2 1.0 0.828351 9.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
1484 B_Australian-4 148400000 148500000 Australian Oceania 4 Oceania 0.000289 0.000173 0.000744 0.000473 0.000000 False True False False NaN NaN 0.0 0.0 31 215 False 31 215 False True True True False False no ambig False False X B_Australian-4 1.0 0.922777 9.0 0.0 71000.0 0.0 0.0 0.71 1484.0 31203.0
204922 S_Punjabi-2 5800000 5900000 Punjabi SouthAsia 2 SouthAsia 0.000411 0.000558 0.000805 0.000804 0.000000 True False False False NaN NaN 0.0 0.0 1 143 False 1 143 False True True True False False ambig no False False X S_Punjabi-2 1.0 0.898225 14.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
183194 S_Papuan-11 5800000 5900000 Papuan Oceania 4 Oceania 0.000402 0.000551 0.000798 0.000812 0.000000 True False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False ambig no False False X S_Papuan-11 1.0 0.853065 13.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
55930 S_Brahmin-2 5800000 5900000 Brahmin SouthAsia 2 SouthAsia 0.000411 0.000580 0.000828 0.000862 0.000000 True False False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False ambig no False False X S_Brahmin-2 1.0 0.827087 9.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
97834 S_Georgian-2 5800000 5900000 Georgian WestEurasia 1 WestEurasia 0.000414 0.000488 0.000804 0.000720 0.000000 False True False False NaN NaN 2.0 2.0 1 142 False 1 142 False True True True False False no ambig False False X S_Georgian-2 1.0 0.804030 10.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
142842 S_Korean-1 5800000 5900000 Korean EastAsia 5 EastAsia 0.000405 0.000547 0.000814 0.000815 0.000000 True False False False NaN NaN 4.0 3.0 1 102 False 1 102 False True True True False False ambig no False False X S_Korean-1 1.0 0.809649 10.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
158362 S_Mala-3 5800000 5900000 Mala SouthAsia 2 SouthAsia 0.000398 0.000524 0.000791 0.000776 0.000000 True True False False NaN NaN 0.0 0.0 1 196 False 1 196 False True True True False False ambig ambig False False X S_Mala-3 1.0 0.826733 9.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
82646 S_English-1 39000000 39100000 English WestEurasia 1 WestEurasia 0.000657 0.000326 0.000717 0.000507 0.000000 False False False False NaN NaN 0.0 0.0 9 117 False 9 117 False True True True True False no no False False X S_English-1 1.0 0.981750 34.0 4.0 71000.0 20.0 27.0 0.71 390.0 50232.0
180090 S_Palestinian-1 5800000 5900000 Palestinian WestEurasia 1 WestEurasia 0.000382 0.000509 0.000770 0.000735 0.000000 True False False False NaN NaN 2.0 4.0 1 110 False 1 110 False True True True False False ambig no False False X S_Palestinian-1 1.0 0.871018 11.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
119562 S_Irula-2 5800000 5900000 Irula SouthAsia 2 SouthAsia 0.000380 0.000480 0.000767 0.000699 0.000000 True False False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False ambig no False False X S_Irula-2 1.0 0.826724 9.0 0.0 71000.0 0.0 0.0 0.71 58.0 62024.0
21059 S_Abkhasian-1 88300000 88400000 Abkhasian WestEurasia 1 WestEurasia 0.000795 0.000895 0.000810 0.000951 0.000000 False False False False NaN NaN 0.0 0.0 25 247 False 25 247 False True True True False False no no False False X S_Abkhasian-1 1.0 0.812844 5.0 0.0 70000.0 0.0 0.0 0.70 883.0 23052.0
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177320 S_Orcadian-1 39200000 39300000 Orcadian WestEurasia 1 WestEurasia 0.000842 0.000747 0.000858 0.000763 0.000000 False False False False NaN NaN 0.0 0.0 13 117 False 13 117 False True True True False False no no False False X S_Orcadian-1 1.0 0.970844 39.0 3.0 47000.0 25.0 30.0 0.47 392.0 47290.0
22579 S_Abkhasian-2 85100000 85200000 Abkhasian WestEurasia 1 WestEurasia 0.000571 0.000351 0.000764 0.000664 0.000000 False False False False NaN NaN 0.0 1.0 19 299 False 19 273 False True True True True False no no False False X S_Abkhasian-2 1.0 0.966131 23.0 0.0 47000.0 0.0 0.0 0.47 851.0 51978.0
62931 S_Bulgarian-2 85100000 85200000 Bulgarian WestEurasia 1 WestEurasia 0.000574 0.000394 0.000758 0.000687 0.000000 False False False False NaN NaN 1.0 3.0 27 207 False 27 207 False True True True True False no no False False X S_Bulgarian-2 1.0 0.934991 21.0 0.0 47000.0 0.0 0.0 0.47 851.0 51978.0
142083 S_Kinh-2 85100000 85200000 Kinh EastAsia 5 EastAsia 0.000581 0.000366 0.000777 0.000672 0.000000 False False False False NaN NaN 1.0 2.0 29 136 False 29 136 False True True True True False no no False False X S_Kinh-2 1.0 0.966184 23.0 0.0 47000.0 0.0 0.0 0.47 851.0 51978.0
124405 S_Jordanian-1 24500000 24600000 Jordanian WestEurasia 1 WestEurasia 0.000721 0.000585 0.000666 0.000467 0.000000 False False False False NaN NaN 0.0 0.0 3 227 False 3 227 False True True False False False no no False False X S_Jordanian-1 1.0 0.873563 33.0 1.0 47000.0 0.0 0.0 0.47 245.0 57833.0
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235596 S_Uygur-2 124400000 124500000 Uygur EastAsia 5 EastAsia 0.000444 0.000355 0.001140 0.000994 0.000000 False True False False NaN NaN 1.0 1.0 41 149 False 43 149 False True True True False False no ambig False False X S_Uygur-2 1.0 0.803063 6.0 0.0 47000.0 0.0 0.0 0.47 1244.0 30721.0
151395 S_Lezgin-2 85100000 85200000 Lezgin WestEurasia 1 WestEurasia 0.000603 0.000401 0.000805 0.000730 0.000000 False False False False NaN NaN 1.0 2.0 25 233 False 25 233 False True True True True False no no False False X S_Lezgin-2 1.0 0.875108 14.0 0.0 47000.0 0.0 0.0 0.47 851.0 51978.0
220776 S_Spanish-1 39200000 39300000 Spanish WestEurasia 1 WestEurasia 0.000985 0.000811 0.000930 0.000746 0.000000 False False False False NaN NaN 0.0 1.0 9 173 False 9 173 False True True True False False no no False False X S_Spanish-1 1.0 0.939553 16.0 3.0 47000.0 11.0 13.0 0.47 392.0 47290.0
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184831 S_Papuan-12 14300000 14400000 Papuan Oceania 4 Oceania 0.000766 0.000669 0.000748 0.000624 0.000000 False False False False NaN NaN 0.0 1.0 3 87 False 3 87 False True False False False False no no True True X S_Papuan-12 1.0 0.906033 24.0 3.0 47000.0 11.0 12.0 0.47 143.0 38517.0
128115 S_Jordanian-3 85100000 85200000 Jordanian WestEurasia 1 WestEurasia 0.000559 0.000330 0.000777 0.000679 0.000000 False False False False NaN NaN 0.0 2.0 27 168 False 29 168 False True True True True False no no False False X S_Jordanian-3 1.0 0.959016 23.0 0.0 47000.0 0.0 0.0 0.47 851.0 51978.0
222379 S_Tajik-1 44300000 44400000 Tajik WestEurasia 1 WestEurasia 0.000555 0.000354 0.000867 0.000917 0.000000 False False False False NaN NaN 0.0 0.0 11 288 False 11 288 False True True True True False no no False False X S_Tajik-1 1.0 0.809524 6.0 0.0 47000.0 0.0 0.0 0.47 443.0 34315.0
202611 S_Polish-1 85100000 85200000 Polish WestEurasia 1 WestEurasia 0.000553 0.000376 0.000791 0.000747 0.000000 False False False False NaN NaN 2.0 2.0 31 217 False 31 217 False True True True True False no no False False X S_Polish-1 1.0 0.965925 20.0 0.0 47000.0 0.0 0.0 0.47 851.0 51978.0
244649 S_Yemenite_Jew-2 98500000 98600000 Yemenite_Jew WestEurasia 1 WestEurasia 0.000516 0.000151 0.000720 0.000460 0.000000 False True False False NaN NaN 1.0 1.0 21 289 False 21 289 False True False False False False no ambig True True X S_Yemenite_Jew-2 1.0 0.890990 10.0 0.0 46000.0 0.0 0.0 0.46 985.0 32235.0
149381 S_Lahu-2 38900000 39000000 Lahu EastAsia 5 EastAsia 0.000371 0.000184 0.000654 0.000476 0.000000 False False False False NaN NaN 4.0 5.0 9 151 False 9 151 False True True True False False no no False False X S_Lahu-2 1.0 0.896570 7.0 0.0 46000.0 0.0 0.0 0.46 389.0 33979.0
186305 S_Papuan-2 6500000 6600000 Papuan Oceania 4 Oceania 0.000654 0.000317 0.000830 0.000599 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no no False False X S_Papuan-2 1.0 0.824953 6.0 0.0 46000.0 1.0 1.0 0.46 65.0 46970.0
236965 S_Xibo-1 106100000 106200000 Xibo EastAsia 5 EastAsia 0.000153 0.000091 0.000526 0.000509 0.000000 False True False False NaN NaN 24.0 32.0 19 87 False 19 87 False True True True False False no ambig False False X S_Xibo-1 1.0 0.810416 6.0 0.0 46000.0 0.0 0.0 0.46 1061.0 46284.0
172715 S_Naxi-1 44300000 44400000 Naxi EastAsia 5 EastAsia 0.000747 0.000418 0.001075 0.000933 0.000000 False False False False NaN NaN 0.0 0.0 13 117 False 13 117 False True True True True False no no False False X S_Naxi-1 1.0 0.844099 5.0 1.0 46000.0 3.0 3.0 0.46 443.0 34315.0
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68739 S_Cambodian-1 45100000 45200000 Cambodian EastAsia 5 EastAsia 0.000714 0.000590 0.000854 0.000865 0.000000 False False False False NaN NaN 0.0 1.0 11 127 False 11 127 False True True True False False no no False False X S_Cambodian-1 1.0 0.963445 32.0 0.0 46000.0 16.0 22.0 0.46 451.0 23360.0
90155 S_Estonian-2 13900000 14000000 Estonian WestEurasia 1 WestEurasia 0.000764 0.000544 0.000920 0.000752 0.000000 False True False False NaN NaN 0.0 2.0 1 147 False 1 147 False True True True True False no ambig False False X S_Estonian-2 1.0 0.973403 23.0 2.0 46000.0 10.0 9.0 0.46 139.0 49792.0
111414 S_Hungarian-2 122200000 122300000 Hungarian WestEurasia 1 WestEurasia 0.001126 0.001167 0.001427 0.001456 0.000000 False False False False NaN NaN 0.0 0.0 33 149 False 33 149 False True True True False False no no False False X S_Hungarian-2 1.0 0.906346 19.0 0.0 46000.0 0.0 0.0 0.46 1222.0 34172.0
89423 S_Estonian-1 95900000 96000000 Estonian WestEurasia 1 WestEurasia 0.000883 0.001028 0.001027 0.001309 0.000000 False False False False NaN NaN 1.0 0.0 31 135 False 31 135 False True True True False False no no False False X S_Estonian-1 1.0 0.967150 55.0 1.0 46000.0 11.0 25.0 0.46 959.0 52969.0
22687 S_Abkhasian-2 95900000 96000000 Abkhasian WestEurasia 1 WestEurasia 0.000931 0.001122 0.000925 0.001110 0.000000 False False False False NaN NaN 1.0 1.0 19 299 False 19 273 False True True True False False no no False False X S_Abkhasian-2 1.0 0.935361 13.0 0.0 46000.0 0.0 6.0 0.46 959.0 52969.0
33909 S_Armenian-2 131700000 131800000 Armenian WestEurasia 1 WestEurasia 0.000421 0.000297 0.000407 0.000293 0.000000 False False False False NaN NaN 3.0 3.0 37 22 False 39 22 False True False False False False no no True True X S_Armenian-2 1.0 0.850393 8.0 0.0 46000.0 0.0 0.0 0.46 1317.0 57521.0
2511 B_Crete-2 95900000 96000000 Crete WestEurasia 1 WestEurasia 0.000958 0.001062 0.000948 0.001054 0.000000 False False False False NaN NaN 1.0 0.0 31 301 False 31 301 False True True True False False no no False False X B_Crete-2 1.0 0.917907 34.0 1.0 46000.0 0.0 23.0 0.46 959.0 52969.0
125639 S_Jordanian-1 147900000 148000000 Jordanian WestEurasia 1 WestEurasia 0.000238 0.000172 0.000687 0.000627 0.000000 False True False False NaN NaN 2.0 9.0 11 439 False 13 234 False True False False False False no ambig True True X S_Jordanian-1 1.0 0.924108 10.0 0.0 46000.0 0.0 0.0 0.46 1479.0 69369.0
7430 B_French-3 122200000 122300000 French WestEurasia 1 WestEurasia 0.001111 0.001166 0.001423 0.001463 0.000000 False False False False NaN NaN 0.0 0.0 33 150 False 35 150 False True True True False False no no False False X B_French-3 1.0 0.849633 13.0 0.0 45000.0 0.0 0.0 0.45 1222.0 34172.0
68750 S_Cambodian-1 46200000 46300000 Cambodian EastAsia 5 EastAsia 0.000767 0.000593 0.000853 0.000710 0.000000 False False False False NaN NaN 0.0 0.0 11 127 False 11 127 False True True True True False no no False False X S_Cambodian-1 1.0 0.842372 5.0 0.0 45000.0 0.0 0.0 0.45 462.0 24833.0
116487 S_Iraqi_Jew-2 8700000 8800000 Iraqi_Jew WestEurasia 1 WestEurasia 0.000416 0.000363 0.000857 0.000740 0.000000 False False False False NaN NaN 0.0 0.0 1 144 False 1 144 False True True True False False no no False False X S_Iraqi_Jew-2 1.0 0.855697 5.0 0.0 45000.0 0.0 0.0 0.45 87.0 45607.0
144079 S_Korean-1 129500000 129600000 Korean EastAsia 5 EastAsia 0.000328 0.000372 0.000651 0.000651 0.000000 False False False False NaN NaN 0.0 1.0 39 33 False 39 33 False True False False False False no no True True X S_Korean-1 1.0 0.852067 5.0 0.0 45000.0 0.0 0.0 0.45 1295.0 46879.0
124661 S_Jordanian-1 50100000 50200000 Jordanian WestEurasia 1 WestEurasia 0.000324 0.000282 0.000693 0.000631 0.000000 False True False False NaN NaN 10.0 24.0 5 104 False 5 104 False True False False False False no ambig True True X S_Jordanian-1 1.0 0.889902 10.0 0.0 45000.0 0.0 0.0 0.45 501.0 60548.0
61212 S_Bulgarian-1 68400000 68500000 Bulgarian WestEurasia 1 WestEurasia 0.000731 0.000681 0.000927 0.000931 0.000000 False False False False NaN NaN 0.0 0.0 21 87 False 23 87 False True True True True False no no False False X S_Bulgarian-1 1.0 0.804312 5.0 0.0 45000.0 0.0 0.0 0.45 684.0 47179.0
210841 S_Relli-2 132100000 132200000 Relli SouthAsia 2 SouthAsia 0.000396 0.000269 0.000442 0.000395 0.000000 False False False False NaN NaN 1.0 1.0 29 250 False 31 250 False True False False False False no no True True X S_Relli-2 1.0 0.886532 8.0 0.0 45000.0 0.0 0.0 0.45 1321.0 51443.0
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192510 S_Papuan-6 6200000 6300000 Papuan Oceania 4 Oceania 0.000916 0.000547 0.001032 0.000789 0.000000 False False False False NaN NaN 0.0 0.0 1 112 False 1 112 False True True True False False no no False False X S_Papuan-6 1.0 0.934425 43.0 14.0 45000.0 1.0 1.0 0.45 62.0 43226.0
147333 S_Kusunda-2 144500000 144600000 Kusunda SouthAsia 2 SouthAsia 0.001005 0.001006 0.001020 0.000984 0.000000 False False False False NaN NaN 0.0 0.0 39 229 False 39 229 False True True True True False no no False False X S_Kusunda-2 1.0 0.804159 4.0 0.0 45000.0 0.0 0.0 0.45 1445.0 25937.0
138590 S_Karitiana-1 46200000 46300000 Karitiana America 6 America 0.000698 0.000500 0.000778 0.000625 0.000000 False False False False NaN NaN 0.0 1.0 11 128 False 11 128 False True True True True False no no False False X S_Karitiana-1 1.0 0.842347 5.0 0.0 45000.0 0.0 0.0 0.45 462.0 24833.0
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126129 S_Jordanian-2 41700000 41800000 Jordanian WestEurasia 1 WestEurasia 0.000681 0.000641 0.000719 0.000698 0.000000 False False False False NaN NaN 8.0 1.0 9 162 False 9 162 False True True True False False no no False False X S_Jordanian-2 1.0 0.892863 9.0 0.0 45000.0 0.0 0.0 0.45 417.0 47685.0
140772 S_Khonda_Dora-1 109200000 109300000 Khonda_Dora SouthAsia 2 SouthAsia 0.000622 0.000396 0.000652 0.000435 0.000000 False False False False NaN NaN 0.0 0.0 21 101 False 25 51 False True False False False False no no True True X S_Khonda_Dora-1 1.0 0.875485 8.0 3.0 44000.0 1.0 1.0 0.44 1092.0 47717.0
174226 S_North_Ossetian-1 40200000 40300000 North_Ossetian WestEurasia 1 WestEurasia 0.000780 0.000405 0.001208 0.001067 0.000000 False True False False NaN NaN 0.0 0.0 11 117 False 11 117 False True True True False False no ambig False False X S_North_Ossetian-1 1.0 0.815418 6.0 1.0 44000.0 1.0 1.0 0.44 402.0 30790.0
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62167 S_Bulgarian-2 8700000 8800000 Bulgarian WestEurasia 1 WestEurasia 0.000377 0.000331 0.000811 0.000711 0.000000 False True False False NaN NaN 0.0 0.0 1 199 False 1 199 False True True True False False no ambig False False X S_Bulgarian-2 1.0 0.849458 5.0 0.0 44000.0 0.0 0.0 0.44 87.0 45607.0
7955 B_Han-3 19500000 19600000 Han EastAsia 5 EastAsia 0.000321 0.000220 0.000678 0.000664 0.000000 False False False True NaN 0.000220 1.0 62.0 1 196 False 2 11 True True False False False False no ambig True True X B_Han-3 1.0 0.824676 5.0 1.0 44000.0 1.0 1.0 0.44 195.0 51691.0
157100 S_Mala-2 34800000 34900000 Mala SouthAsia 2 SouthAsia 0.000821 0.000749 0.000829 0.000775 0.000000 False False False False NaN NaN 0.0 0.0 9 156 False 9 156 False True True True False False no no False False X S_Mala-2 1.0 0.943909 57.0 3.0 44000.0 31.0 28.0 0.44 348.0 35078.0
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167859 S_Miao-1 24300000 24400000 Miao EastAsia 5 EastAsia 0.000465 0.000341 0.000656 0.000661 0.000000 False False False False NaN NaN 0.0 0.0 7 142 False 7 61 False True True True False False no no False False X S_Miao-1 1.0 0.884725 6.0 0.0 44000.0 0.0 0.0 0.44 243.0 36848.0
31098 S_Armenian-1 5800000 5900000 Armenian WestEurasia 1 WestEurasia 0.000401 0.000399 0.000777 0.000603 0.000000 False False False False NaN NaN 0.0 0.0 1 144 False 1 144 False True True True False False no no False False X S_Armenian-1 1.0 0.854900 7.0 0.0 44000.0 0.0 0.0 0.44 58.0 62024.0
226262 S_Thai-1 122200000 122300000 Thai EastAsia 5 EastAsia 0.001086 0.001104 0.001396 0.001409 0.000000 False False False False NaN NaN 0.0 0.0 31 150 False 31 150 False True True True False False no no False False X S_Thai-1 1.0 0.838475 14.0 0.0 44000.0 0.0 0.0 0.44 1222.0 34172.0
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80733 S_Druze-2 2900000 3000000 Druze WestEurasia 1 WestEurasia 0.001339 0.001198 0.001533 0.001497 0.000000 False False False False NaN NaN 0.0 0.0 1 143 False 1 143 False True True True False False no no False False X S_Druze-2 1.0 0.866520 9.0 0.0 44000.0 4.0 4.0 0.44 29.0 31151.0
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198901 S_Pathan-1 24500000 24600000 Pathan SouthAsia 2 SouthAsia 0.000634 0.000524 0.000661 0.000421 0.000000 False False False False NaN NaN 2.0 6.0 5 152 False 5 152 False True True False False False no no False False X S_Pathan-1 1.0 0.800427 9.0 1.0 44000.0 0.0 0.0 0.44 245.0 57833.0
71479 S_Chechen-1 8700000 8800000 Chechen WestEurasia 1 WestEurasia 0.000385 0.000349 0.000822 0.000733 0.000000 False True False False NaN NaN 0.0 0.0 1 197 False 1 197 False True True True False False no ambig False False X S_Chechen-1 1.0 0.849459 5.0 0.0 44000.0 0.0 0.0 0.44 87.0 45607.0
153293 S_Madiga-1 119700000 119800000 Madiga SouthAsia 2 SouthAsia 0.000480 0.000441 0.000546 0.000482 0.000000 False False False False NaN NaN 0.0 0.0 35 115 False 35 115 False True True True False False no no False False X S_Madiga-1 1.0 0.804900 9.0 0.0 43000.0 0.0 0.0 0.43 1197.0 35513.0
236044 S_Xibo-1 14000000 14100000 Xibo EastAsia 5 EastAsia 0.000423 0.000398 0.000687 0.000792 0.000000 False False False False NaN NaN 4.0 7.0 3 27 False 3 27 False True True False False False no no False True X S_Xibo-1 1.0 0.921300 46.0 0.0 43000.0 14.0 22.0 0.43 140.0 46795.0
59180 S_Brahui-2 20400000 20500000 Brahui SouthAsia 2 SouthAsia 0.000714 0.000575 0.000788 0.000626 0.000000 False False False False NaN NaN 0.0 0.0 5 4 False 5 4 False True False False False False no no True True X S_Brahui-2 1.0 0.897702 6.0 0.0 43000.0 0.0 0.0 0.43 204.0 46330.0
179455 S_Oroqen-1 97500000 97600000 Oroqen EastAsia 5 EastAsia 0.000326 0.000145 0.000418 0.000347 0.000000 False True False False NaN NaN 0.0 0.0 25 268 False 27 198 False True False False False False no ambig True True X S_Oroqen-1 1.0 0.961815 22.0 1.0 43000.0 9.0 10.0 0.43 975.0 35042.0
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111195 S_Hungarian-2 100300000 100400000 Hungarian WestEurasia 1 WestEurasia 0.000682 0.000512 0.000985 0.000920 0.000000 False True False False NaN NaN 0.0 0.0 27 84 False 27 84 False True True True True False no ambig False False X S_Hungarian-2 1.0 0.816604 4.0 0.0 35000.0 0.0 0.0 0.35 1003.0 35547.0
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114249 S_Iranian-1 95300000 95400000 Iranian WestEurasia 1 WestEurasia 0.000994 0.000772 0.001080 0.000927 0.000000 False False False False NaN NaN 0.0 0.0 19 234 False 19 234 False True True True False False no no False False X S_Iranian-1 1.0 0.823502 5.0 0.0 35000.0 0.0 2.0 0.35 953.0 29131.0
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94731 S_French-1 5900000 6000000 French WestEurasia 1 WestEurasia 0.000602 0.000575 0.001065 0.000921 0.000000 False True False False NaN NaN 0.0 1.0 1 207 False 1 207 False True True True False False no ambig False False X S_French-1 1.0 0.935112 13.0 0.0 28000.0 0.0 0.0 0.28 59.0 56200.0
190347 S_Papuan-4 100300000 100400000 Papuan Oceania 4 Oceania 0.000625 0.000498 0.000940 0.000958 0.000000 False False False False NaN NaN 0.0 0.0 25 102 False 25 102 False True True True True False no no False False X S_Papuan-4 1.0 0.942099 82.0 7.0 28000.0 39.0 49.0 0.28 1003.0 35547.0
16523 B_Papuan-15 100300000 100400000 Papuan Oceania 4 Oceania 0.000601 0.000456 0.000934 0.000944 0.000000 False False False False NaN NaN 1.0 0.0 19 356 False 19 356 False True True True True False no no False False X B_Papuan-15 1.0 0.898850 20.0 3.0 28000.0 12.0 16.0 0.28 1003.0 35547.0
55804 S_Brahmin-1 148400000 148500000 Brahmin SouthAsia 2 SouthAsia 0.000277 0.000228 0.000735 0.000600 0.000000 False False False False NaN NaN 0.0 0.0 37 216 False 37 216 False True True True False False no no False False X S_Brahmin-1 1.0 0.863666 6.0 0.0 28000.0 0.0 0.0 0.28 1484.0 31203.0
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237205 S_Xibo-1 130100000 130200000 Xibo EastAsia 5 EastAsia 0.000573 0.000434 0.000609 0.000479 0.000000 False False False False NaN NaN 1.0 1.0 25 162 False 25 162 False True False False False False no no True True X S_Xibo-1 1.0 0.888716 6.0 1.0 27000.0 1.0 1.0 0.27 1301.0 48885.0
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35165 S_Atayal-1 102100000 102200000 Atayal EastAsia 5 EastAsia 0.000277 0.000140 0.000348 0.000210 0.000000 False False False False NaN NaN 7.0 NaN 31 31 False 33 31 False True True False False False no no False True X S_Atayal-1 1.0 0.916552 15.0 2.0 27000.0 10.0 11.0 0.27 1021.0 40629.0
107271 S_Hazara-2 18300000 18400000 Hazara SouthAsia 2 SouthAsia 0.000335 0.000184 0.000528 0.000409 0.000000 False True False False NaN NaN 0.0 26.0 1 196 False 1 196 False True True False False False no ambig False True X S_Hazara-2 1.0 0.892812 27.0 0.0 27000.0 16.0 16.0 0.27 183.0 38367.0
192693 S_Papuan-6 24500000 24600000 Papuan Oceania 4 Oceania 0.000720 0.000737 0.000686 0.000643 0.000000 False False False False NaN NaN 0.0 1.0 9 142 False 9 142 False True True False False False no no False False X S_Papuan-6 1.0 0.837740 5.0 1.0 27000.0 0.0 0.0 0.27 245.0 57833.0
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233108 S_Tuscan-2 30800000 30900000 Tuscan WestEurasia 1 WestEurasia 0.000392 0.000391 0.000350 0.000349 0.000000 False False False False NaN NaN 0.0 0.0 7 147 False 7 147 False True True True False False no no False False X S_Tuscan-2 1.0 0.847139 5.0 0.0 27000.0 0.0 0.0 0.27 308.0 41305.0
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245668 S_Yi-1 45200000 45300000 Yi EastAsia 5 EastAsia 0.000348 0.000353 0.000691 0.000668 0.000000 False False False False NaN NaN 9.0 8.0 11 59 False 11 59 False True True True False False no no False False X S_Yi-1 1.0 0.880934 8.0 0.0 27000.0 0.0 0.0 0.27 452.0 22607.0
26268 S_Aleut-1 143600000 143700000 Aleut CentralAsiaSiberia 3 CentralAsiaSiberia 0.000585 0.000461 0.001214 0.001255 0.000000 False False False False NaN NaN 0.0 0.0 43 228 False 45 228 False True True True False False no no False False X S_Aleut-1 1.0 0.929312 9.0 0.0 27000.0 3.0 7.0 0.27 1436.0 28666.0
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145357 S_Kusunda-1 102100000 102200000 Kusunda SouthAsia 2 SouthAsia 0.000281 0.000152 0.000358 0.000227 0.000000 False False False False NaN NaN 7.0 NaN 35 31 False 37 31 False True True False False False no no False True X S_Kusunda-1 1.0 0.914875 14.0 2.0 27000.0 10.0 11.0 0.27 1021.0 40629.0
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180277 S_Palestinian-1 24500000 24600000 Palestinian WestEurasia 1 WestEurasia 0.000620 0.000538 0.000769 0.000704 0.000000 False False False False NaN NaN 0.0 0.0 5 142 False 5 142 False True True False False False no no False False X S_Palestinian-1 1.0 0.832943 5.0 1.0 27000.0 0.0 0.0 0.27 245.0 57833.0
111496 S_Hungarian-2 130400000 130500000 Hungarian WestEurasia 1 WestEurasia 0.000556 0.000515 0.000597 0.000576 0.000000 False True False False NaN NaN 0.0 2.0 37 6 False 37 6 False True True True True False no ambig False False X S_Hungarian-2 1.0 0.828106 5.0 0.0 27000.0 0.0 0.0 0.27 1304.0 55511.0
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146136 S_Kusunda-2 24800000 24900000 Kusunda SouthAsia 2 SouthAsia 0.000142 0.000093 0.000265 0.000232 0.000000 False True False False NaN NaN 1.0 4.0 5 155 False 5 155 False True True False False False no ambig False True X S_Kusunda-2 1.0 0.845189 5.0 0.0 27000.0 0.0 0.0 0.27 248.0 68046.0
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211131 S_Russian-1 5900000 6000000 Russian WestEurasia 1 WestEurasia 0.000597 0.000577 0.001052 0.000955 0.000000 False True False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False no ambig False False X S_Russian-1 1.0 0.887050 20.0 0.0 26000.0 0.0 0.0 0.26 59.0 56200.0
217212 S_Sardinian-1 148400000 148500000 Sardinian WestEurasia 1 WestEurasia 0.000301 0.000244 0.000748 0.000610 0.000000 False False False False NaN NaN 2.0 1.0 45 216 False 47 216 False True True True False False no no False False X S_Sardinian-1 1.0 0.802246 5.0 0.0 26000.0 0.0 0.0 0.26 1484.0 31203.0
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231883 S_Turkish-1 63500000 63600000 Turkish WestEurasia 1 WestEurasia 0.000152 0.000127 0.000544 0.000549 0.000000 False True False False NaN NaN 8.0 37.0 21 6 False 21 6 False True False False False False no ambig True True X S_Turkish-1 1.0 0.851140 5.0 0.0 26000.0 0.0 0.0 0.26 635.0 26961.0
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97835 S_Georgian-2 5900000 6000000 Georgian WestEurasia 1 WestEurasia 0.000599 0.000549 0.001066 0.000921 0.000000 False True False False NaN NaN 2.0 2.0 1 142 False 1 142 False True True True False False no ambig False False X S_Georgian-2 1.0 0.804030 10.0 0.0 26000.0 0.0 0.0 0.26 59.0 56200.0
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66205 S_Burmese-2 102100000 102200000 Burmese EastAsia 5 EastAsia 0.000275 0.000156 0.000350 0.000227 0.000000 False False False False NaN NaN 7.0 NaN 25 54 False 25 54 False True True False False False no no False True X S_Burmese-2 1.0 0.926276 14.0 2.0 26000.0 10.0 11.0 0.26 1021.0 40629.0
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126038 S_Jordanian-2 32600000 32700000 Jordanian WestEurasia 1 WestEurasia 0.001079 0.000875 0.001577 0.001433 0.000000 False False False False NaN NaN 0.0 0.0 7 169 False 7 169 False True True True False False no no False False X S_Jordanian-2 1.0 0.872091 6.0 0.0 25000.0 0.0 0.0 0.25 326.0 51245.0
209190 S_Relli-1 122200000 122300000 Relli SouthAsia 2 SouthAsia 0.001064 0.001182 0.001369 0.001502 0.000000 False False False False NaN NaN 0.0 0.0 27 149 False 27 149 False True True True False False no no False False X S_Relli-1 1.0 0.941240 19.0 0.0 25000.0 0.0 0.0 0.25 1222.0 34172.0
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125245 S_Jordanian-1 108500000 108600000 Jordanian WestEurasia 1 WestEurasia 0.000507 0.000479 0.000616 0.000583 0.000000 False False False False NaN NaN 0.0 0.0 9 372 False 9 372 False True True True False False no no False False X S_Jordanian-1 1.0 0.875955 5.0 0.0 22000.0 0.0 0.0 0.22 1085.0 31405.0
177279 S_Orcadian-1 35100000 35200000 Orcadian WestEurasia 1 WestEurasia 0.000620 0.000667 0.000619 0.000655 0.000000 False False False False NaN NaN 2.0 2.0 9 103 False 9 103 False True False False False False no no True True X S_Orcadian-1 1.0 0.880189 9.0 0.0 22000.0 0.0 0.0 0.22 351.0 39800.0
147162 S_Kusunda-2 127400000 127500000 Kusunda SouthAsia 2 SouthAsia 0.000191 0.000169 0.000477 0.000465 0.000000 True True True True 0.000191 0.000169 72.0 93.0 36 8 True 36 8 True True False False False False yes yes True True X S_Kusunda-2 1.0 0.858568 5.0 0.0 22000.0 0.0 0.0 0.22 1274.0 39253.0
195997 S_Papuan-8 44500000 44600000 Papuan Oceania 4 Oceania 0.000572 0.000425 0.000681 0.000583 0.000000 False True False False NaN NaN 0.0 2.0 11 186 False 11 186 False True True True False False no ambig False False X S_Papuan-8 1.0 0.853869 6.0 5.0 22000.0 6.0 6.0 0.22 445.0 28194.0
208430 S_Relli-1 46200000 46300000 Relli SouthAsia 2 SouthAsia 0.000418 0.000411 0.000758 0.000808 0.000000 False False False False NaN NaN 0.0 0.0 11 162 False 11 162 False True True True True False no no False False X S_Relli-1 1.0 0.958138 24.0 6.0 22000.0 13.0 13.0 0.22 462.0 24833.0
125445 S_Jordanian-1 128500000 128600000 Jordanian WestEurasia 1 WestEurasia 0.000347 0.000312 0.000500 0.000484 0.000000 False False False False NaN NaN 0.0 0.0 11 439 False 11 200 False True True True False False no no False False X S_Jordanian-1 1.0 0.906694 7.0 0.0 22000.0 0.0 0.0 0.22 1285.0 30564.0
125638 S_Jordanian-1 147800000 147900000 Jordanian WestEurasia 1 WestEurasia 0.000216 0.000200 0.000480 0.000468 0.000000 False False False False NaN NaN 1.0 9.0 11 439 False 13 234 False True False False False False no no True True X S_Jordanian-1 1.0 0.830851 5.0 0.0 22000.0 0.0 0.0 0.22 1478.0 63253.0
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212134 S_Russian-1 106200000 106300000 Russian WestEurasia 1 WestEurasia 0.000315 0.000323 0.000476 0.000452 0.000000 False False False False NaN NaN 19.0 29.0 17 44 False 19 44 False True True True True False no no False False X S_Russian-1 1.0 0.888190 8.0 0.0 21000.0 0.0 0.0 0.21 1062.0 35505.0
168056 S_Miao-1 44000000 44100000 Miao EastAsia 5 EastAsia 0.000357 0.000347 0.000405 0.000387 0.000000 False False False False NaN NaN 0.0 0.0 11 61 False 13 61 False True True True False False no no False False X S_Miao-1 1.0 0.838669 5.0 2.0 21000.0 3.0 3.0 0.21 440.0 44288.0
183239 S_Papuan-11 10300000 10400000 Papuan Oceania 4 Oceania 0.000643 0.000438 0.000759 0.000566 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True False False False False no no True True X S_Papuan-11 1.0 0.970882 21.0 7.0 21000.0 6.0 5.0 0.21 103.0 53453.0
105285 S_Hawaiian-1 130100000 130200000 Hawaiian Oceania 4 Oceania 0.000545 0.000391 0.000581 0.000433 0.000000 False False False False NaN NaN 1.0 1.0 31 34 False 31 34 False True False False False False no no True True X S_Hawaiian-1 1.0 0.818124 5.0 1.0 21000.0 1.0 1.0 0.21 1301.0 48885.0
207390 S_Quechua-2 97400000 97500000 Quechua America 6 America 0.000184 0.000180 0.000502 0.000519 0.000000 True True False False NaN NaN 12.0 22.0 29 211 False 29 211 False True False False False False ambig ambig True True X S_Quechua-2 1.0 0.805991 4.0 0.0 21000.0 0.0 0.0 0.21 974.0 40262.0
184791 S_Papuan-12 10300000 10400000 Papuan Oceania 4 Oceania 0.000632 0.000428 0.000761 0.000581 0.000000 False False False False NaN NaN 1.0 NaN 1 108 False 1 108 False True False False False False no no True True X S_Papuan-12 1.0 0.967499 19.0 7.0 21000.0 6.0 5.0 0.21 103.0 53453.0
86661 S_Eskimo_Chaplin-1 130100000 130200000 Eskimo_Chaplin CentralAsiaSiberia 3 CentralAsiaSiberia 0.000497 0.000341 0.000539 0.000391 0.000000 False False False False NaN NaN 1.0 1.0 41 392 False 45 392 False True False False False False no no True True X S_Eskimo_Chaplin-1 1.0 0.831828 5.0 1.0 21000.0 1.0 1.0 0.21 1301.0 48885.0
119002 S_Irula-1 105000000 105100000 Irula SouthAsia 2 SouthAsia 0.000257 0.000230 0.000458 0.000402 0.000000 False False False False NaN NaN 2.0 3.0 29 73 False 29 73 False True False False False False no no True True X S_Irula-1 1.0 0.817728 5.0 0.0 21000.0 0.0 0.0 0.21 1050.0 60271.0
15579 B_Papuan-15 5900000 6000000 Papuan Oceania 4 Oceania 0.000949 0.000994 0.001095 0.001075 0.000000 False False False False NaN NaN 0.0 0.0 1 144 False 1 144 False True True True False False no no False False X B_Papuan-15 1.0 0.847348 9.0 0.0 20000.0 0.0 0.0 0.20 59.0 56200.0
231129 S_Tujia-1 143300000 143400000 Tujia EastAsia 5 EastAsia 0.001010 0.000910 0.001767 0.001713 0.000000 False False False False NaN NaN NaN NaN 47 210 False 51 210 False True True True False False no no False False X S_Tujia-1 1.0 0.847768 4.0 0.0 20000.0 4.0 4.0 0.20 1433.0 28288.0
152949 S_Madiga-1 85300000 85400000 Madiga SouthAsia 2 SouthAsia 0.000682 0.000756 0.001296 0.001504 0.000000 False False False False NaN NaN 0.0 0.0 27 211 False 27 211 False True True True False False no no False False X S_Madiga-1 1.0 0.822257 29.0 0.0 20000.0 0.0 0.0 0.20 853.0 33645.0
196750 S_Papuan-8 119800000 119900000 Papuan Oceania 4 Oceania 0.000904 0.000912 0.001031 0.001023 0.000000 False False False False NaN NaN 0.0 0.0 27 179 False 27 179 False True True True True False no no False False X S_Papuan-8 1.0 0.810116 7.0 0.0 20000.0 0.0 0.0 0.20 1198.0 33118.0
249314 S_Zapotec-1 99400000 99500000 Zapotec America 6 America 0.000332 0.000175 0.000504 0.000374 0.000000 False True False False NaN NaN 8.0 38.0 27 14 False 29 14 False True True True False False no ambig False False X S_Zapotec-1 1.0 0.881407 7.0 0.0 20000.0 0.0 0.0 0.20 994.0 37425.0
191925 S_Papuan-5 102900000 103000000 Papuan Oceania 4 Oceania 0.000376 0.000285 0.000483 0.000404 0.000000 False False False False NaN NaN 0.0 15.0 19 45 False 19 45 False True True True False False no no False False X S_Papuan-5 1.0 0.925355 10.0 1.0 20000.0 5.0 8.0 0.20 1029.0 52124.0
127323 S_Jordanian-3 5900000 6000000 Jordanian WestEurasia 1 WestEurasia 0.000611 0.000607 0.001073 0.001044 0.000000 False True False False NaN NaN 0.0 0.0 1 196 False 1 196 False True True True False False no ambig False False X S_Jordanian-3 1.0 0.878165 15.0 0.0 20000.0 0.0 0.0 0.20 59.0 56200.0
105206 S_Hawaiian-1 122200000 122300000 Hawaiian Oceania 4 Oceania 0.001107 0.001224 0.001409 0.001537 0.000000 False False False False NaN NaN 0.0 0.0 29 151 False 29 151 False True True True False False no no False False X S_Hawaiian-1 1.0 0.829306 12.0 0.0 20000.0 0.0 0.0 0.20 1222.0 34172.0
124410 S_Jordanian-1 25000000 25100000 Jordanian WestEurasia 1 WestEurasia 0.000347 0.000338 0.000510 0.000569 0.000000 False False False False NaN NaN 1.0 34.0 3 227 False 3 227 False True False False False False no no True True X S_Jordanian-1 1.0 0.873563 33.0 1.0 20000.0 0.0 0.0 0.20 250.0 61255.0
183277 S_Papuan-11 14100000 14200000 Papuan Oceania 4 Oceania 0.000971 0.000768 0.000944 0.000801 0.000000 False False False False NaN NaN 0.0 3.0 3 76 False 3 76 False True False False False False no no True True X S_Papuan-11 1.0 0.980604 41.0 4.0 20000.0 19.0 18.0 0.20 141.0 41397.0
86233 S_Eskimo_Chaplin-1 87300000 87400000 Eskimo_Chaplin CentralAsiaSiberia 3 CentralAsiaSiberia 0.000673 0.000544 0.001005 0.000928 0.000000 False False False False NaN NaN 0.0 1.0 31 206 False 33 136 False True True True False False no no False False X S_Eskimo_Chaplin-1 1.0 0.867172 5.0 0.0 20000.0 3.0 3.0 0.20 873.0 42239.0
146137 S_Kusunda-2 24900000 25000000 Kusunda SouthAsia 2 SouthAsia 0.000112 0.000091 0.000194 0.000169 0.000000 True True False False NaN NaN 1.0 4.0 5 155 False 5 155 False True False False False False ambig ambig True True X S_Kusunda-2 1.0 0.845189 5.0 0.0 20000.0 0.0 0.0 0.20 249.0 58042.0
143778 S_Korean-1 99400000 99500000 Korean EastAsia 5 EastAsia 0.000305 0.000147 0.000467 0.000326 0.000000 False True False False NaN NaN 8.0 36.0 31 15 False 31 15 False True True True False False no ambig False False X S_Korean-1 1.0 0.889518 7.0 0.0 19000.0 0.0 0.0 0.19 994.0 37425.0
169227 S_Mixtec-1 5900000 6000000 Mixtec America 6 America 0.000581 0.000582 0.001043 0.001022 0.000000 True True False False NaN NaN 2.0 2.0 1 111 False 1 111 False True True True False False ambig ambig False False X S_Mixtec-1 1.0 0.867371 11.0 0.0 19000.0 0.0 0.0 0.19 59.0 56200.0
124816 S_Jordanian-1 65600000 65700000 Jordanian WestEurasia 1 WestEurasia 0.001461 0.001455 0.001277 0.001239 0.000000 False False False False NaN NaN 0.0 0.0 7 183 False 7 183 False True False False False False no no True True X S_Jordanian-1 1.0 0.834764 5.0 0.0 19000.0 0.0 0.0 0.19 656.0 38668.0
16802 B_Papuan-15 128200000 128300000 Papuan Oceania 4 Oceania 0.000795 0.000710 0.000888 0.000812 0.000000 False False False False NaN NaN 0.0 0.0 25 20 False 25 20 False True True True False False no no False False X B_Papuan-15 1.0 0.807405 6.0 0.0 19000.0 0.0 0.0 0.19 1282.0 53685.0
162402 S_Maori-1 99400000 99500000 Maori Oceania 4 Oceania 0.000416 0.000203 0.000492 0.000327 0.000000 False False False False NaN NaN 0.0 0.0 27 55 False 27 55 False True True True False False no no False False X S_Maori-1 1.0 0.831580 8.0 0.0 19000.0 0.0 0.0 0.19 994.0 37425.0
156811 S_Mala-2 5900000 6000000 Mala SouthAsia 2 SouthAsia 0.000570 0.000552 0.001024 0.000975 0.000000 True True False False NaN NaN 0.0 0.0 1 110 False 1 110 False True True True False False ambig ambig False False X S_Mala-2 1.0 0.866559 12.0 0.0 19000.0 0.0 0.0 0.19 59.0 56200.0
170162 S_Mixtec-1 99400000 99500000 Mixtec America 6 America 0.000358 0.000165 0.000486 0.000346 0.000000 False False False False NaN NaN 0.0 1.0 31 323 False 31 246 False True True True False False no no False False X S_Mixtec-1 1.0 0.879379 5.0 0.0 19000.0 0.0 0.0 0.19 994.0 37425.0
91010 S_Estonian-2 99400000 99500000 Estonian WestEurasia 1 WestEurasia 0.000328 0.000172 0.000484 0.000368 0.000000 False True False False NaN NaN 4.0 30.0 21 89 False 21 89 False True True True False False no ambig False False X S_Estonian-2 1.0 0.939016 8.0 0.0 19000.0 0.0 0.0 0.19 994.0 37425.0
213063 S_Saami-2 43900000 44000000 Saami WestEurasia 1 WestEurasia 0.000363 0.000339 0.000539 0.000523 0.000000 False False False False NaN NaN 0.0 0.0 13 117 False 13 117 False True True True True False no no False False X S_Saami-2 1.0 0.800466 4.0 0.0 19000.0 0.0 0.0 0.19 439.0 40414.0
92562 S_Even-2 99400000 99500000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.000302 0.000139 0.000438 0.000312 0.000000 False True False False NaN NaN 0.0 0.0 29 17 False 29 17 False True True True False False no ambig False False X S_Even-2 1.0 0.819748 9.0 0.0 19000.0 0.0 0.0 0.19 994.0 37425.0
124550 S_Jordanian-1 39000000 39100000 Jordanian WestEurasia 1 WestEurasia 0.000430 0.000332 0.000621 0.000581 0.000000 False False False False NaN NaN 0.0 1.0 3 227 False 3 227 False True True True True False no no False False X S_Jordanian-1 1.0 0.961350 20.0 1.0 19000.0 12.0 15.0 0.19 390.0 50232.0
11120 B_Karitiana-3 25600000 25700000 Karitiana America 6 America 0.000736 0.000497 0.001065 0.000743 0.000000 False False False False NaN NaN 0.0 1.0 5 61 False 5 61 False True True True True False no no False False X B_Karitiana-3 1.0 0.842979 7.0 0.0 18000.0 0.0 0.0 0.18 256.0 40442.0
114259 S_Iranian-1 96300000 96400000 Iranian WestEurasia 1 WestEurasia 0.000486 0.000341 0.000741 0.000610 0.000000 False False False False NaN NaN 0.0 18.0 19 234 False 19 234 False True True True True False no no False False X S_Iranian-1 1.0 0.875765 15.0 0.0 18000.0 12.0 0.0 0.18 963.0 64389.0
57483 S_Brahui-1 5900000 6000000 Brahui SouthAsia 2 SouthAsia 0.000567 0.000559 0.001025 0.000990 0.000000 True True False False NaN NaN 0.0 0.0 1 207 False 1 207 False True True True False False ambig ambig False False X S_Brahui-1 1.0 0.858504 11.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
112738 S_Igorot-2 99400000 99500000 Igorot Oceania 4 Oceania 0.000344 0.000207 0.000490 0.000357 0.000000 False False False False NaN NaN 0.0 0.0 33 20 False 35 20 False True True True False False no no False False X S_Igorot-2 1.0 0.805950 4.0 0.0 18000.0 0.0 0.0 0.18 994.0 37425.0
62139 S_Bulgarian-2 5900000 6000000 Bulgarian WestEurasia 1 WestEurasia 0.000581 0.000577 0.001011 0.000982 0.000000 True True False False NaN NaN 0.0 0.0 1 199 False 1 199 False True True True False False ambig ambig False False X S_Bulgarian-2 1.0 0.871597 11.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
200267 S_Pima-1 5900000 6000000 Pima America 6 America 0.000554 0.000546 0.001009 0.000976 0.000000 True True False False NaN NaN 3.0 1.0 1 111 False 1 111 False True True True False False ambig ambig False False X S_Pima-1 1.0 0.921359 19.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
32034 S_Armenian-1 99400000 99500000 Armenian WestEurasia 1 WestEurasia 0.000326 0.000185 0.000491 0.000371 0.000000 False True False False NaN NaN 4.0 28.0 23 14 False 23 14 False True True True False False no ambig False False X S_Armenian-1 1.0 0.806338 4.0 0.0 18000.0 0.0 0.0 0.18 994.0 37425.0
201183 S_Pima-1 97500000 97600000 Pima America 6 America 0.000196 0.000182 0.000481 0.000493 0.000000 True True False True NaN 0.000182 30.0 52.0 27 296 False 28 5 True True False False False False ambig yes True True X S_Pima-1 1.0 0.823541 4.0 0.0 18000.0 0.0 0.0 0.18 975.0 35042.0
73003 S_Chukchi-1 5900000 6000000 Chukchi CentralAsiaSiberia 3 CentralAsiaSiberia 0.000581 0.000575 0.001048 0.001020 0.000000 True True False False NaN NaN 1.0 1.0 1 147 False 1 147 False True True True False False ambig ambig False False X S_Chukchi-1 1.0 0.867597 11.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
197163 S_Papuan-9 5900000 6000000 Papuan Oceania 4 Oceania 0.000594 0.000589 0.001053 0.001021 0.000000 False True False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no ambig False False X S_Papuan-9 1.0 0.857533 12.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
144395 S_Kusunda-1 5900000 6000000 Kusunda SouthAsia 2 SouthAsia 0.000557 0.000564 0.000991 0.000974 0.000000 True True False False NaN NaN 0.0 0.0 1 109 False 1 109 False True True True False False ambig ambig False False X S_Kusunda-1 1.0 0.927477 16.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
21787 S_Abkhasian-2 5900000 6000000 Abkhasian WestEurasia 1 WestEurasia 0.000598 0.000583 0.001061 0.001023 0.000000 True True False False NaN NaN 2.0 2.0 1 193 False 1 193 False True True True False False ambig ambig False False X S_Abkhasian-2 1.0 0.859280 11.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
143040 S_Korean-1 25600000 25700000 Korean EastAsia 5 EastAsia 0.000692 0.000450 0.001017 0.000707 0.000000 False False False False NaN NaN 0.0 0.0 9 142 False 9 142 False True True True True False no no False False X S_Korean-1 1.0 0.871796 8.0 0.0 18000.0 0.0 0.0 0.18 256.0 40442.0
138187 S_Karitiana-1 5900000 6000000 Karitiana America 6 America 0.000585 0.000592 0.001030 0.001011 0.000000 False True False False NaN NaN 3.0 2.0 1 142 False 1 142 False True True True False False no ambig False False X S_Karitiana-1 1.0 0.911185 17.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
170164 S_Mixtec-1 99600000 99700000 Mixtec America 6 America 0.000472 0.000421 0.000613 0.000562 0.000000 False False False False NaN NaN 0.0 1.0 31 323 False 31 246 False True True True False False no no False False X S_Mixtec-1 1.0 0.802279 5.0 1.0 18000.0 1.0 1.0 0.18 996.0 66310.0
214235 S_Samaritan-1 5900000 6000000 Samaritan WestEurasia 1 WestEurasia 0.000579 0.000580 0.001037 0.001019 0.000000 True True False False NaN NaN 0.0 0.0 1 194 False 1 194 False True True True False False ambig ambig False False X S_Samaritan-1 1.0 0.917328 17.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
6267 B_French-3 5900000 6000000 French WestEurasia 1 WestEurasia 0.000567 0.000564 0.001018 0.000988 0.000000 True True False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False ambig ambig False False X B_French-3 1.0 0.886306 16.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
26443 S_Altaian-1 5900000 6000000 Altaian CentralAsiaSiberia 3 CentralAsiaSiberia 0.000582 0.000564 0.001058 0.001017 0.000000 True True False False NaN NaN 1.0 0.0 1 195 False 1 195 False True True True False False ambig ambig False False X S_Altaian-1 1.0 0.859307 7.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
137449 S_Kapu-2 87300000 87400000 Kapu SouthAsia 2 SouthAsia 0.000595 0.000475 0.000971 0.000902 0.000000 False False False False NaN NaN 0.0 0.0 31 207 False 31 207 False True True True False False no no False False X S_Kapu-2 1.0 0.902235 15.0 2.0 18000.0 7.0 7.0 0.18 873.0 42239.0
180091 S_Palestinian-1 5900000 6000000 Palestinian WestEurasia 1 WestEurasia 0.000583 0.000584 0.001019 0.000990 0.000000 False True False False NaN NaN 2.0 4.0 1 110 False 1 110 False True True True False False no ambig False False X S_Palestinian-1 1.0 0.871018 11.0 0.0 18000.0 0.0 0.0 0.18 59.0 56200.0
127760 S_Jordanian-3 49600000 49700000 Jordanian WestEurasia 1 WestEurasia 0.000298 0.000276 0.000410 0.000403 0.000000 False False False False NaN NaN 4.0 4.0 13 71 False 15 71 False True False False False False no no True True X S_Jordanian-3 1.0 0.902665 8.0 0.0 17000.0 0.0 0.0 0.17 496.0 39037.0
49059 S_Bengali-1 94700000 94800000 Bengali SouthAsia 2 SouthAsia 0.000800 0.000739 0.000751 0.000742 0.000000 False False False False NaN NaN 0.0 0.0 23 207 False 23 207 False True False False False False no no True True X S_Bengali-1 1.0 0.871690 9.0 0.0 17000.0 3.0 3.0 0.17 947.0 30125.0
46619 S_BedouinB-1 5900000 6000000 BedouinB WestEurasia 1 WestEurasia 0.000603 0.000602 0.001070 0.001059 0.000000 False True False False NaN NaN 2.0 1.0 1 197 False 1 197 False True True True False False no ambig False False X S_BedouinB-1 1.0 0.849963 11.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
48471 S_Bengali-1 35900000 36000000 Bengali SouthAsia 2 SouthAsia 0.000995 0.001052 0.000964 0.001026 0.000000 False False False False NaN NaN 1.0 2.0 3 278 False 3 278 False True False False False False no no True True X S_Bengali-1 1.0 0.864872 6.0 0.0 17000.0 0.0 0.0 0.17 359.0 37710.0
187851 S_Papuan-3 5900000 6000000 Papuan Oceania 4 Oceania 0.000741 0.000804 0.001160 0.001196 0.000000 False False False False NaN NaN 0.0 0.0 1 110 False 1 110 False True True True False False no no False False X S_Papuan-3 1.0 0.907246 18.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
184747 S_Papuan-12 5900000 6000000 Papuan Oceania 4 Oceania 0.000601 0.000600 0.001055 0.001053 0.000000 False True False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no ambig False False X S_Papuan-12 1.0 0.941130 12.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
185400 S_Papuan-12 71200000 71300000 Papuan Oceania 4 Oceania 0.000258 0.000192 0.000475 0.000445 0.000000 False False False False NaN NaN 0.0 0.0 19 314 False 19 314 False True True True False False no no False False X S_Papuan-12 1.0 0.885414 9.0 1.0 17000.0 4.0 4.0 0.17 712.0 47725.0
186299 S_Papuan-2 5900000 6000000 Papuan Oceania 4 Oceania 0.000562 0.000562 0.001001 0.000993 0.000000 False True False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no ambig False False X S_Papuan-2 1.0 0.819722 17.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
76304 S_Dai-2 25600000 25700000 Dai EastAsia 5 EastAsia 0.000709 0.000472 0.001049 0.000736 0.000000 False False False False NaN NaN 8.0 13.0 5 149 False 5 149 False True True True True False no no False False X S_Dai-2 1.0 0.840044 7.0 0.0 17000.0 0.0 0.0 0.17 256.0 40442.0
195611 S_Papuan-8 5900000 6000000 Papuan Oceania 4 Oceania 0.000601 0.000587 0.001049 0.001020 0.000000 False True False False NaN NaN 2.0 3.0 1 147 False 1 146 False True True True False False no ambig False False X S_Papuan-8 1.0 0.860391 11.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
190955 S_Papuan-5 5900000 6000000 Papuan Oceania 4 Oceania 0.000595 0.000593 0.001067 0.001055 0.000000 False True False False NaN NaN 3.0 0.0 1 109 False 1 109 False True True True False False no ambig False False X S_Papuan-5 1.0 0.828561 15.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
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203371 S_Punjabi-1 5900000 6000000 Punjabi SouthAsia 2 SouthAsia 0.000595 0.000596 0.001046 0.001035 0.000000 False False False False NaN NaN 0.0 0.0 1 109 False 1 109 False True True True False False no no False False X S_Punjabi-1 1.0 0.867135 11.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
237515 S_Xibo-2 5900000 6000000 Xibo EastAsia 5 EastAsia 0.000599 0.000603 0.001050 0.001047 0.000000 False True False False NaN NaN 2.0 2.0 1 111 False 1 111 False True True True False False no ambig False False X S_Xibo-2 1.0 0.855023 10.0 0.0 17000.0 0.0 0.0 0.17 59.0 56200.0
105352 S_Hawaiian-1 136800000 136900000 Hawaiian Oceania 4 Oceania 0.000443 0.000412 0.000353 0.000334 0.000000 False False False False NaN NaN 0.0 0.0 33 237 False 33 237 False True True True False False no no False False X S_Hawaiian-1 1.0 0.800150 4.0 0.0 17000.0 0.0 0.0 0.17 1368.0 37381.0
193515 S_Papuan-6 106700000 106800000 Papuan Oceania 4 Oceania 0.000402 0.000379 0.000474 0.000417 0.000000 False False False False NaN NaN 0.0 1.0 25 97 False 25 97 False True False False False False no no True True X S_Papuan-6 1.0 0.943975 67.0 10.0 17000.0 48.0 52.0 0.17 1067.0 60331.0
241433 S_Yadava-2 87300000 87400000 Yadava SouthAsia 2 SouthAsia 0.000760 0.000743 0.001000 0.000968 0.000000 False False False False NaN NaN 0.0 3.0 29 207 False 29 207 False True True True False False no no False False X S_Yadava-2 1.0 0.840288 10.0 1.0 16000.0 1.0 6.0 0.16 873.0 42239.0
59472 S_Brahui-2 49600000 49700000 Brahui SouthAsia 2 SouthAsia 0.000345 0.000323 0.000449 0.000438 0.000000 False False False False NaN NaN 13.0 15.0 9 131 False 9 131 False True False False False False no no True True X S_Brahui-2 1.0 0.925047 8.0 0.0 16000.0 0.0 0.0 0.16 496.0 39037.0
119003 S_Irula-1 105100000 105200000 Irula SouthAsia 2 SouthAsia 0.000198 0.000190 0.000492 0.000465 0.000000 True True False False NaN NaN 2.0 2.0 29 73 False 29 73 False True False False False False ambig ambig True True X S_Irula-1 1.0 0.817728 5.0 0.0 16000.0 0.0 0.0 0.16 1051.0 67870.0
141488 S_Kinh-2 25600000 25700000 Kinh EastAsia 5 EastAsia 0.000676 0.000458 0.001006 0.000719 0.000000 False False False False NaN NaN 19.0 23.0 9 58 False 9 58 False True True True True False no no False False X S_Kinh-2 1.0 0.870315 7.0 0.0 16000.0 0.0 0.0 0.16 256.0 40442.0
234848 S_Uygur-2 49600000 49700000 Uygur EastAsia 5 EastAsia 0.000337 0.000316 0.000443 0.000434 0.000000 False False False False NaN NaN 9.0 8.0 15 72 False 15 72 False True False False False False no no True True X S_Uygur-2 1.0 0.896681 7.0 0.0 16000.0 0.0 0.0 0.16 496.0 39037.0
17568 B_Sardinian-3 49600000 49700000 Sardinian WestEurasia 1 WestEurasia 0.000323 0.000296 0.000437 0.000422 0.000000 False False False False NaN NaN 1.0 1.0 9 172 False 9 172 False True False False False False no no True True X B_Sardinian-3 1.0 0.901958 7.0 0.0 16000.0 0.0 0.0 0.16 496.0 39037.0
169499 S_Mixtec-1 33100000 33200000 Mixtec America 6 America 0.000492 0.000392 0.000916 0.000826 0.000000 False False False False NaN NaN 0.0 0.0 9 134 False 9 134 False True True True True False no no False False X S_Mixtec-1 1.0 0.950721 10.0 0.0 16000.0 7.0 8.0 0.16 331.0 55245.0
218891 S_Sindhi-1 5900000 6000000 Sindhi SouthAsia 2 SouthAsia 0.000574 0.000566 0.001017 0.001002 0.000000 True True False False NaN NaN 0.0 0.0 1 198 False 1 198 False True True True False False ambig ambig False False X S_Sindhi-1 1.0 0.907131 12.0 0.0 16000.0 0.0 0.0 0.16 59.0 56200.0
112075 S_Igorot-2 33100000 33200000 Igorot Oceania 4 Oceania 0.000876 0.000834 0.001117 0.001067 0.000000 False False False False NaN NaN 0.0 0.0 9 80 False 11 80 False True True True True False no no False False X S_Igorot-2 1.0 0.961257 15.0 1.0 16000.0 9.0 10.0 0.16 331.0 55245.0
220880 S_Spanish-1 49600000 49700000 Spanish WestEurasia 1 WestEurasia 0.000301 0.000270 0.000416 0.000399 0.000000 False False False False NaN NaN 3.0 2.0 9 173 False 9 173 False True False False False False no no True True X S_Spanish-1 1.0 0.922969 8.0 0.0 16000.0 0.0 0.0 0.16 496.0 39037.0
221072 S_Spanish-1 68800000 68900000 Spanish WestEurasia 1 WestEurasia 0.000377 0.000379 0.000336 0.000335 0.000000 False False False False NaN NaN 0.0 1.0 21 65 False 21 65 False True True True False False no no False False X S_Spanish-1 1.0 0.860423 8.0 0.0 16000.0 0.0 0.0 0.16 688.0 28021.0
125132 S_Jordanian-1 97200000 97300000 Jordanian WestEurasia 1 WestEurasia 0.000173 0.000140 0.000763 0.000697 0.000000 True True False False NaN NaN 0.0 0.0 9 372 False 9 372 False True False False False False ambig ambig True True X S_Jordanian-1 1.0 0.890597 10.0 0.0 16000.0 0.0 0.0 0.16 972.0 39889.0
181629 S_Papuan-10 4500000 4600000 Papuan Oceania 4 Oceania 0.001391 0.001316 0.001401 0.001314 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True True False no no False False X S_Papuan-10 1.0 0.971534 66.0 18.0 16000.0 10.0 11.0 0.16 45.0 45163.0
37936 S_Balochi-2 68800000 68900000 Balochi SouthAsia 2 SouthAsia 0.000348 0.000333 0.000310 0.000288 0.000000 False False False False NaN NaN 1.0 1.0 23 59 False 23 59 False True True True False False no no False False X S_Balochi-2 1.0 0.870785 10.0 0.0 16000.0 0.0 0.0 0.16 688.0 28021.0
144483 S_Kusunda-1 14700000 14800000 Kusunda SouthAsia 2 SouthAsia 0.000294 0.000265 0.000495 0.000463 0.000000 False True True True 0.000294 0.000265 49.0 51.0 4 8 True 4 11 True True False False False False ambig yes True True X S_Kusunda-1 1.0 0.814301 4.0 0.0 16000.0 0.0 0.0 0.16 147.0 38581.0
140368 S_Khonda_Dora-1 68800000 68900000 Khonda_Dora SouthAsia 2 SouthAsia 0.000350 0.000345 0.000307 0.000300 0.000000 False False False False NaN NaN 1.0 1.0 17 117 False 19 117 False True True True False False no no False False X S_Khonda_Dora-1 1.0 0.868033 8.0 0.0 16000.0 0.0 0.0 0.16 688.0 28021.0
142843 S_Korean-1 5900000 6000000 Korean EastAsia 5 EastAsia 0.000559 0.000574 0.001006 0.001010 0.000000 True True False False NaN NaN 4.0 3.0 1 102 False 1 102 False True True True False False ambig ambig False False X S_Korean-1 1.0 0.809649 10.0 0.0 15000.0 0.0 0.0 0.15 59.0 56200.0
111495 S_Hungarian-2 130300000 130400000 Hungarian WestEurasia 1 WestEurasia 0.000395 0.000378 0.000532 0.000525 0.000000 False False False False NaN NaN 0.0 0.0 37 6 False 37 6 False True True True False False no no False False X S_Hungarian-2 1.0 0.828106 5.0 0.0 15000.0 0.0 0.0 0.15 1303.0 48683.0
91919 S_Even-2 35100000 35200000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.000325 0.000270 0.000499 0.000463 0.000000 False False False False NaN NaN 1.0 4.0 7 138 False 7 138 False True False False False False no no True True X S_Even-2 1.0 0.917080 10.0 0.0 15000.0 0.0 0.0 0.15 351.0 39800.0
116896 S_Iraqi_Jew-2 49600000 49700000 Iraqi_Jew WestEurasia 1 WestEurasia 0.000349 0.000347 0.000462 0.000474 0.000000 False False False False NaN NaN 11.0 10.0 11 164 False 11 164 False True False False False False no no True True X S_Iraqi_Jew-2 1.0 0.900510 7.0 0.0 15000.0 0.0 0.0 0.15 496.0 39037.0
8256 B_Han-3 49600000 49700000 Han EastAsia 5 EastAsia 0.000355 0.000347 0.000458 0.000462 0.000000 False False False False NaN NaN 10.0 9.0 9 162 False 9 162 False True False False False False no no True True X B_Han-3 1.0 0.827404 17.0 0.0 15000.0 0.0 0.0 0.15 496.0 39037.0
141583 S_Kinh-2 35100000 35200000 Kinh EastAsia 5 EastAsia 0.000311 0.000266 0.000495 0.000468 0.000000 False False False False NaN NaN 1.0 4.0 11 215 False 11 215 False True False False False False no no True True X S_Kinh-2 1.0 0.917473 10.0 0.0 15000.0 0.0 0.0 0.15 351.0 39800.0
87408 S_Eskimo_Sireniki-1 49600000 49700000 Eskimo_Sireniki CentralAsiaSiberia 3 CentralAsiaSiberia 0.000345 0.000335 0.000459 0.000462 0.000000 False False False False NaN NaN 11.0 9.0 17 102 False 17 102 False True False False False False no no True True X S_Eskimo_Sireniki-1 1.0 0.896958 20.0 0.0 15000.0 0.0 0.0 0.15 496.0 39037.0
9190 B_Han-3 143000000 143100000 Han EastAsia 5 EastAsia 0.000508 0.000450 0.000777 0.000756 0.000000 False False False False NaN NaN 0.0 0.0 37 229 False 37 229 False True True True False False no no False False X B_Han-3 1.0 0.943490 8.0 2.0 15000.0 5.0 7.0 0.15 1430.0 26523.0
141110 S_Khonda_Dora-1 143000000 143100000 Khonda_Dora SouthAsia 2 SouthAsia 0.000376 0.000344 0.000684 0.000677 0.000000 False False False False NaN NaN 0.0 0.0 29 236 False 33 236 False True True True False False no no False False X S_Khonda_Dora-1 1.0 0.943365 8.0 2.0 15000.0 5.0 7.0 0.15 1430.0 26523.0
206912 S_Quechua-2 49600000 49700000 Quechua America 6 America 0.000346 0.000323 0.000434 0.000420 0.000000 False False False False NaN NaN 16.0 17.0 15 102 False 15 102 False True False False False False no no True True X S_Quechua-2 1.0 0.856838 6.0 0.0 15000.0 0.0 0.0 0.15 496.0 39037.0
227088 S_Tlingit-1 49600000 49700000 Tlingit CentralAsiaSiberia 3 CentralAsiaSiberia 0.000324 0.000311 0.000423 0.000421 0.000000 False False False False NaN NaN 10.0 10.0 15 62 False 15 62 False True False False False False no no True True X S_Tlingit-1 1.0 0.908653 8.0 0.0 15000.0 0.0 0.0 0.15 496.0 39037.0
26075 S_Aleut-1 124300000 124400000 Aleut CentralAsiaSiberia 3 CentralAsiaSiberia 0.000249 0.000208 0.000536 0.000442 0.000000 False False False False NaN NaN 2.0 2.0 37 117 False 39 117 False True True True True False no no False False X S_Aleut-1 1.0 0.834681 8.0 1.0 15000.0 1.0 0.0 0.15 1243.0 56683.0
234043 S_Tuscan-2 124300000 124400000 Tuscan WestEurasia 1 WestEurasia 0.000230 0.000196 0.000548 0.000464 0.000000 False True False False NaN NaN 5.0 8.0 21 149 False 21 149 False True True True True False no ambig False False X S_Tuscan-2 1.0 0.815367 5.0 0.0 15000.0 0.0 0.0 0.15 1243.0 56683.0
46745 S_BedouinB-1 18500000 18600000 BedouinB WestEurasia 1 WestEurasia 0.000163 0.000153 0.000206 0.000194 0.000000 False False False False NaN NaN 0.0 0.0 1 197 False 1 197 False True True True False False no no False False X S_BedouinB-1 1.0 0.816539 5.0 0.0 15000.0 0.0 0.0 0.15 185.0 43576.0
121115 S_Japanese-1 5900000 6000000 Japanese EastAsia 5 EastAsia 0.000595 0.000604 0.001053 0.001048 0.000000 False True False False NaN NaN 2.0 2.0 1 110 False 1 110 False True True True False False no ambig False False X S_Japanese-1 1.0 0.869052 11.0 0.0 15000.0 0.0 0.0 0.15 59.0 56200.0
55008 S_Brahmin-1 68800000 68900000 Brahmin SouthAsia 2 SouthAsia 0.000478 0.000527 0.000544 0.000576 0.000000 False False False False NaN NaN 0.0 0.0 21 44 False 21 44 False True True True False False no no False False X S_Brahmin-1 1.0 0.860857 7.0 0.0 14000.0 0.0 0.0 0.14 688.0 28021.0
11017 B_Karitiana-3 15300000 15400000 Karitiana America 6 America 0.000526 0.000530 0.000779 0.000774 0.000000 False False False False NaN NaN 12.0 18.0 1 193 False 1 193 False True True True False False no no False False X B_Karitiana-3 1.0 0.811943 7.0 0.0 14000.0 0.0 0.0 0.14 153.0 56636.0
236907 S_Xibo-1 100300000 100400000 Xibo EastAsia 5 EastAsia 0.000609 0.000629 0.001064 0.001097 0.000000 False False False False NaN NaN 0.0 0.0 19 87 False 19 87 False True True True True False no no False False X S_Xibo-1 1.0 0.860152 6.0 0.0 14000.0 0.0 0.0 0.14 1003.0 35547.0
238018 S_Xibo-2 56200000 56300000 Xibo EastAsia 5 EastAsia 0.000423 0.000412 0.000423 0.000397 0.000000 False False False False NaN NaN 0.0 11.0 17 77 False 17 77 False True False False False False no no True True X S_Xibo-2 1.0 0.813911 4.0 0.0 14000.0 0.0 0.0 0.14 562.0 30171.0
153541 S_Madiga-1 144500000 144600000 Madiga SouthAsia 2 SouthAsia 0.000549 0.000559 0.000897 0.000965 0.000000 False False False False NaN NaN 0.0 0.0 45 222 False 45 222 False True True True True False no no False False X S_Madiga-1 1.0 0.856906 8.0 0.0 14000.0 0.0 6.0 0.14 1445.0 25937.0
22416 S_Abkhasian-2 68800000 68900000 Abkhasian WestEurasia 1 WestEurasia 0.000454 0.000485 0.000522 0.000547 0.000000 False False False False NaN NaN 0.0 1.0 15 70 False 15 70 False True True True False False no no False False X S_Abkhasian-2 1.0 0.840759 6.0 0.0 14000.0 0.0 0.0 0.14 688.0 28021.0
1966 B_Crete-2 41400000 41500000 Crete WestEurasia 1 WestEurasia 0.000412 0.000426 0.000495 0.000510 0.000000 False False False False NaN NaN 13.0 13.0 11 52 False 11 52 False True True True False False no no False False X B_Crete-2 1.0 0.802257 4.0 0.0 14000.0 0.0 0.0 0.14 414.0 48395.0
212315 S_Russian-1 124300000 124400000 Russian WestEurasia 1 WestEurasia 0.000262 0.000232 0.000551 0.000489 0.000000 False False False False NaN NaN 0.0 0.0 19 184 False 21 184 False True True True True False no no False False X S_Russian-1 1.0 0.840991 7.0 0.0 14000.0 0.0 0.0 0.14 1243.0 56683.0
133968 S_Kalash-1 49600000 49700000 Kalash SouthAsia 2 SouthAsia 0.000329 0.000312 0.000430 0.000422 0.000000 False False False False NaN NaN 9.0 9.0 13 119 False 13 119 False True False False False False no no True True X S_Kalash-1 1.0 0.899346 7.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
169664 S_Mixtec-1 49600000 49700000 Mixtec America 6 America 0.000313 0.000292 0.000422 0.000411 0.000000 False False False False NaN NaN 10.0 10.0 15 72 False 15 72 False True False False False False no no True True X S_Mixtec-1 1.0 0.894202 7.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
36384 S_Balochi-1 68800000 68900000 Balochi SouthAsia 2 SouthAsia 0.000313 0.000311 0.000267 0.000246 0.000000 False False False False NaN NaN 0.0 0.0 25 294 False 25 294 False True True True False False no no False False X S_Balochi-1 1.0 0.855845 7.0 0.0 14000.0 0.0 0.0 0.14 688.0 28021.0
216416 S_Sardinian-1 68800000 68900000 Sardinian WestEurasia 1 WestEurasia 0.000301 0.000284 0.000263 0.000228 0.000000 False False False False NaN NaN 0.0 0.0 17 51 False 17 51 False True True True False False no no False False X S_Sardinian-1 1.0 0.860782 7.0 0.0 14000.0 0.0 0.0 0.14 688.0 28021.0
57103 S_Brahmin-2 123100000 123200000 Brahmin SouthAsia 2 SouthAsia 0.000363 0.000357 0.000466 0.000463 0.000000 False False False False NaN NaN 0.0 0.0 33 149 False 33 149 False True True True False False no no False False X S_Brahmin-2 1.0 0.831523 8.0 0.0 14000.0 0.0 0.0 0.14 1231.0 50852.0
197838 S_Papuan-9 73400000 73500000 Papuan Oceania 4 Oceania 0.000542 0.000366 0.000552 0.000397 0.000000 False False False False NaN NaN 1.0 1.0 15 331 False 15 331 False True False False False False no no True True X S_Papuan-9 1.0 0.822393 5.0 0.0 14000.0 0.0 0.0 0.14 734.0 41897.0
113792 S_Iranian-1 49600000 49700000 Iranian WestEurasia 1 WestEurasia 0.000315 0.000297 0.000418 0.000411 0.000000 False False False False NaN NaN 12.0 12.0 7 103 False 7 103 False True False False False False no no True True X S_Iranian-1 1.0 0.898907 8.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
70336 S_Chane-1 49600000 49700000 Chane America 6 America 0.000324 0.000306 0.000425 0.000416 0.000000 False False False False NaN NaN 18.0 18.0 15 72 False 15 72 False True False False False False no no True True X S_Chane-1 1.0 0.902287 7.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
66055 S_Burmese-2 87100000 87200000 Burmese EastAsia 5 EastAsia 0.000991 0.000797 0.001373 0.001226 0.000000 False False False False NaN NaN 0.0 0.0 21 205 False 21 205 False True True True False False no no False False X S_Burmese-2 1.0 0.934841 19.0 0.0 14000.0 8.0 7.0 0.14 871.0 30171.0
208464 S_Relli-1 49600000 49700000 Relli SouthAsia 2 SouthAsia 0.000324 0.000281 0.000433 0.000401 0.000000 False False False False NaN NaN 0.0 0.0 11 162 False 11 162 False True False False False False no no True True X S_Relli-1 1.0 0.930294 21.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
115344 S_Iranian-2 49600000 49700000 Iranian WestEurasia 1 WestEurasia 0.000307 0.000286 0.000414 0.000405 0.000000 False False False False NaN NaN 13.0 13.0 9 176 False 9 176 False True False False False False no no True True X S_Iranian-2 1.0 0.910845 8.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
61024 S_Bulgarian-1 49600000 49700000 Bulgarian WestEurasia 1 WestEurasia 0.000316 0.000296 0.000429 0.000421 0.000000 False False False False NaN NaN 13.0 14.0 9 71 False 11 71 False True False False False False no no True True X S_Bulgarian-1 1.0 0.909656 9.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
64128 S_Burmese-1 49600000 49700000 Burmese EastAsia 5 EastAsia 0.000314 0.000307 0.000436 0.000441 0.000000 False False False False NaN NaN 1.0 0.0 19 72 False 19 72 False True False False False False no no True True X S_Burmese-1 1.0 0.896941 9.0 0.0 14000.0 0.0 0.0 0.14 496.0 39037.0
135520 S_Kapu-1 49600000 49700000 Kapu SouthAsia 2 SouthAsia 0.000317 0.000283 0.000430 0.000410 0.000000 False False False False NaN NaN 11.0 11.0 9 143 False 9 143 False True False False False False no no True True X S_Kapu-1 1.0 0.885554 7.0 0.0 13000.0 0.0 0.0 0.13 496.0 39037.0
60733 S_Bulgarian-1 20500000 20600000 Bulgarian WestEurasia 1 WestEurasia 0.000319 0.000316 0.000706 0.000703 0.000000 False False False False NaN NaN 4.0 4.0 3 156 False 5 156 False True False False False False no no True True X S_Bulgarian-1 1.0 0.879800 7.0 0.0 13000.0 0.0 0.0 0.13 205.0 41954.0
141212 S_Khonda_Dora-1 153200000 153300000 Khonda_Dora SouthAsia 2 SouthAsia 0.000458 0.000420 0.000699 0.000691 0.000000 False False False False NaN NaN 0.0 0.0 29 236 False 33 236 False True True True False False no no False False X S_Khonda_Dora-1 1.0 0.835579 5.0 0.0 13000.0 0.0 0.0 0.13 1532.0 59016.0
65321 S_Burmese-2 13700000 13800000 Burmese EastAsia 5 EastAsia 0.000416 0.000355 0.000547 0.000509 0.000000 False False False False NaN NaN 1.0 2.0 1 193 False 1 193 False True True True True False no no False False X S_Burmese-2 1.0 0.943919 12.0 5.0 13000.0 6.0 7.0 0.13 137.0 62375.0
184752 S_Papuan-12 6400000 6500000 Papuan Oceania 4 Oceania 0.000357 0.000326 0.000883 0.000788 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no no False False X S_Papuan-12 1.0 0.862642 10.0 0.0 13000.0 1.0 1.0 0.13 64.0 44832.0
225181 S_Thai-1 14100000 14200000 Thai EastAsia 5 EastAsia 0.000648 0.000522 0.000939 0.000848 0.000000 False False False False NaN NaN 0.0 0.0 3 25 False 3 25 False True False False False False no no True True X S_Thai-1 1.0 0.979082 40.0 4.0 13000.0 19.0 18.0 0.13 141.0 41397.0
178621 S_Oroqen-1 14100000 14200000 Oroqen EastAsia 5 EastAsia 0.000663 0.000542 0.000917 0.000809 0.000000 False False False False NaN NaN 0.0 0.0 1 196 False 1 196 False True False False False False no no True True X S_Oroqen-1 1.0 0.982583 44.0 4.0 13000.0 20.0 19.0 0.13 141.0 41397.0
91731 S_Even-2 16300000 16400000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.001576 0.001503 0.001388 0.001294 0.000000 False False False False NaN NaN 0.0 0.0 5 45 False 5 45 False True True True False False no no False False X S_Even-2 1.0 0.907422 9.0 0.0 13000.0 1.0 0.0 0.13 163.0 32628.0
62576 S_Bulgarian-2 49600000 49700000 Bulgarian WestEurasia 1 WestEurasia 0.000286 0.000260 0.000398 0.000385 0.000000 False False False False NaN NaN 15.0 14.0 11 102 False 11 102 False True False False False False no no True True X S_Bulgarian-2 1.0 0.893475 7.0 0.0 13000.0 0.0 0.0 0.13 496.0 39037.0
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212136 S_Russian-1 106400000 106500000 Russian WestEurasia 1 WestEurasia 0.000464 0.000483 0.000372 0.000382 0.000000 False False False False NaN NaN 25.0 30.0 17 44 False 19 44 False True False False False False no no True True X S_Russian-1 1.0 0.877856 7.0 0.0 10000.0 0.0 0.0 0.10 1064.0 42992.0
69317 S_Cambodian-1 102900000 103000000 Cambodian EastAsia 5 EastAsia 0.000293 0.000252 0.000431 0.000381 0.000000 False False False False NaN NaN 17.0 18.0 23 45 False 23 45 False True True True False False no no False False X S_Cambodian-1 1.0 0.920994 6.0 0.0 10000.0 0.0 0.0 0.10 1029.0 52124.0
67800 S_Burusho-1 106400000 106500000 Burusho SouthAsia 2 SouthAsia 0.000435 0.000456 0.000348 0.000352 0.000000 False False False False NaN NaN 29.0 27.0 31 51 False 31 51 False True False False False False no no True True X S_Burusho-1 1.0 0.836739 6.0 0.0 10000.0 0.0 0.0 0.10 1064.0 42992.0
15988 B_Papuan-15 46800000 46900000 Papuan Oceania 4 Oceania 0.000301 0.000293 0.000322 0.000316 0.000000 False False False False NaN NaN 1.0 0.0 7 279 False 7 279 False True True True False False no no False False X B_Papuan-15 1.0 0.838056 14.0 0.0 9000.0 0.0 0.0 0.09 468.0 39614.0
81768 S_Druze-2 106400000 106500000 Druze WestEurasia 1 WestEurasia 0.000441 0.000455 0.000337 0.000345 0.000000 False False False False NaN NaN 21.0 28.0 35 106 False 35 106 False True False False False False no no True True X S_Druze-2 1.0 0.862906 5.0 0.0 9000.0 0.0 0.0 0.09 1064.0 42992.0
126934 S_Jordanian-2 122200000 122300000 Jordanian WestEurasia 1 WestEurasia 0.000727 0.000760 0.000619 0.000623 0.000000 False False False False NaN NaN 0.0 0.0 31 183 False 33 183 False True True True False False no no False False X S_Jordanian-2 1.0 0.867150 11.0 0.0 9000.0 0.0 0.0 0.09 1222.0 34172.0
222975 S_Tajik-1 103900000 104000000 Tajik WestEurasia 1 WestEurasia 0.000447 0.000456 0.000451 0.000486 0.000000 False False False False NaN NaN 0.0 0.0 17 313 False 17 313 False True False False False False no no True True X S_Tajik-1 1.0 0.822410 5.0 0.0 9000.0 0.0 0.0 0.09 1039.0 50458.0
241841 S_Yadava-2 128100000 128200000 Yadava SouthAsia 2 SouthAsia 0.000268 0.000232 0.000681 0.000678 0.000000 False True False False NaN NaN 1.0 1.0 39 24 False 39 23 False True True True False False no ambig False False X S_Yadava-2 1.0 0.871120 8.0 1.0 9000.0 1.0 1.0 0.09 1281.0 43061.0
125634 S_Jordanian-1 147400000 147500000 Jordanian WestEurasia 1 WestEurasia 0.001203 0.001144 0.001120 0.001014 0.000000 False False False False NaN NaN 0.0 0.0 11 439 False 13 234 False True True True False False no no False False X S_Jordanian-1 1.0 0.902512 22.0 0.0 9000.0 0.0 0.0 0.09 1474.0 30936.0
190022 S_Papuan-4 67800000 67900000 Papuan Oceania 4 Oceania 0.000687 0.000713 0.000793 0.000795 0.006211 False False False False NaN NaN 5.0 7.0 19 70 False 19 70 False True False False False False no no True True X S_Papuan-4 1.0 0.845104 19.0 0.0 9000.0 0.0 0.0 0.09 678.0 30300.0
137421 S_Kapu-2 84500000 84600000 Kapu SouthAsia 2 SouthAsia 0.000893 0.000911 0.000711 0.000741 0.000000 False False False False NaN NaN 0.0 2.0 31 207 False 31 207 False True False False False False no no True True X S_Kapu-2 1.0 0.978712 66.0 20.0 9000.0 34.0 51.0 0.09 845.0 44567.0
35124 S_Atayal-1 98000000 98100000 Atayal EastAsia 5 EastAsia 0.000321 0.000257 0.000462 0.000403 0.000000 False False False False NaN NaN 0.0 4.0 27 238 False 29 238 False True True True True False no no False False X S_Atayal-1 1.0 0.901148 9.0 0.0 9000.0 5.0 5.0 0.09 980.0 42837.0
111803 S_Igorot-2 5900000 6000000 Igorot Oceania 4 Oceania 0.000594 0.000622 0.001034 0.001056 0.000000 False False False False NaN NaN 1.0 1.0 1 102 False 1 102 False True True True False False no no False False X S_Igorot-2 1.0 0.884355 10.0 0.0 9000.0 0.0 0.0 0.09 59.0 56200.0
91627 S_Even-2 5900000 6000000 Even CentralAsiaSiberia 3 CentralAsiaSiberia 0.000609 0.000640 0.001056 0.001115 0.000000 False False False False NaN NaN 0.0 0.0 1 111 False 1 111 False True True True False False no no False False X S_Even-2 1.0 0.858127 14.0 0.0 8000.0 0.0 0.0 0.08 59.0 56200.0
38529 S_Balochi-2 128100000 128200000 Balochi SouthAsia 2 SouthAsia 0.000355 0.000338 0.000565 0.000568 0.000000 False False False False NaN NaN 0.0 1.0 39 49 False 39 49 False True True True False False no no False False X S_Balochi-2 1.0 0.859457 7.0 1.0 8000.0 1.0 1.0 0.08 1281.0 43061.0
46282 S_Basque-1 127400000 127500000 Basque WestEurasia 1 WestEurasia 0.000191 0.000176 0.000471 0.000455 0.000000 True True True False 0.000191 NaN 49.0 5.0 40 8 True 41 22 False True False False False False yes ambig True True X S_Basque-1 1.0 0.841395 5.0 0.0 8000.0 0.0 0.0 0.08 1274.0 39253.0
15661 B_Papuan-15 14100000 14200000 Papuan Oceania 4 Oceania 0.000796 0.000813 0.000824 0.000820 0.000000 False False False False NaN NaN 0.0 0.0 1 144 False 1 144 False True False False False False no no True True X B_Papuan-15 1.0 0.929429 30.0 2.0 8000.0 13.0 11.0 0.08 141.0 41397.0
208813 S_Relli-1 84500000 84600000 Relli SouthAsia 2 SouthAsia 0.000344 0.000301 0.000853 0.000889 0.000000 False True False False NaN NaN 0.0 0.0 23 247 False 23 247 False True False False False False no ambig True True X S_Relli-1 1.0 0.975240 64.0 23.0 8000.0 38.0 53.0 0.08 845.0 44567.0
159373 S_Mala-3 106900000 107000000 Mala SouthAsia 2 SouthAsia 0.000204 0.000140 0.000437 0.000379 0.000000 False False False False NaN NaN 4.0 17.0 31 313 False 31 313 False True False False False False no no True True X S_Mala-3 1.0 0.926252 13.0 0.0 8000.0 0.0 0.0 0.08 1069.0 55991.0
88523 S_Estonian-1 5900000 6000000 Estonian WestEurasia 1 WestEurasia 0.000576 0.000605 0.001028 0.001083 0.000000 False False False False NaN NaN 0.0 0.0 1 147 False 1 147 False True True True False False no no False False X S_Estonian-1 1.0 0.860098 14.0 0.0 8000.0 0.0 0.0 0.08 59.0 56200.0
67109 S_Burusho-1 37300000 37400000 Burusho SouthAsia 2 SouthAsia 0.000258 0.000238 0.000757 0.000716 0.000000 False True True True 0.000258 0.000238 42.0 76.0 8 5 True 8 5 True True False False False False ambig yes True True X S_Burusho-1 1.0 0.911888 6.0 0.0 7000.0 0.0 0.0 0.07 373.0 27494.0
158033 S_Mala-2 128100000 128200000 Mala SouthAsia 2 SouthAsia 0.000253 0.000236 0.000661 0.000673 0.000000 False True False False NaN NaN 0.0 0.0 41 18 False 43 18 False True True True False False no ambig False False X S_Mala-2 1.0 0.842279 5.0 1.0 7000.0 1.0 1.0 0.07 1281.0 43061.0
162404 S_Maori-1 99600000 99700000 Maori Oceania 4 Oceania 0.000505 0.000508 0.000658 0.000675 0.000000 False False False False NaN NaN 0.0 0.0 27 55 False 27 55 False True True True False False no no False False X S_Maori-1 1.0 0.831580 8.0 0.0 7000.0 0.0 0.0 0.07 996.0 66310.0
105461 S_Hawaiian-1 147700000 147800000 Hawaiian Oceania 4 Oceania 0.000259 0.000242 0.000519 0.000511 0.000000 False False False False NaN NaN 5.0 15.0 33 237 False 33 237 False True True True True False no no False False X S_Hawaiian-1 1.0 0.822130 8.0 0.0 7000.0 0.0 0.0 0.07 1477.0 68155.0
225099 S_Thai-1 5900000 6000000 Thai EastAsia 5 EastAsia 0.000585 0.000612 0.001042 0.001091 0.000000 False True False False NaN NaN 0.0 0.0 1 112 False 1 112 False True True True False False no ambig False False X S_Thai-1 1.0 0.839043 16.0 0.0 7000.0 0.0 0.0 0.07 59.0 56200.0
126127 S_Jordanian-2 41500000 41600000 Jordanian WestEurasia 1 WestEurasia 0.000535 0.000531 0.000622 0.000606 0.000000 False False False False NaN NaN 8.0 0.0 9 162 False 9 162 False True True True False False no no False False X S_Jordanian-2 1.0 0.892863 9.0 0.0 7000.0 0.0 0.0 0.07 415.0 41173.0
240289 S_Yadava-1 128100000 128200000 Yadava SouthAsia 2 SouthAsia 0.000242 0.000225 0.000651 0.000664 0.000000 False True False False NaN NaN 0.0 0.0 37 20 False 37 20 False True True True False False no ambig False False X S_Yadava-1 1.0 0.852323 6.0 1.0 7000.0 1.0 1.0 0.07 1281.0 43061.0
144482 S_Kusunda-1 14600000 14700000 Kusunda SouthAsia 2 SouthAsia 0.000383 0.000367 0.000594 0.000582 0.000000 False False True True 0.000383 0.000367 43.0 50.0 4 8 True 4 11 True True False False False False ambig ambig True True X S_Kusunda-1 1.0 0.814301 4.0 0.0 7000.0 0.0 0.0 0.07 146.0 54837.0
119233 S_Irula-1 128100000 128200000 Irula SouthAsia 2 SouthAsia 0.000269 0.000242 0.000687 0.000695 0.000000 False True False False NaN NaN 3.0 11.0 37 18 False 37 18 False True True True False False no ambig False False X S_Irula-1 1.0 0.852323 6.0 1.0 7000.0 1.0 1.0 0.07 1281.0 43061.0
50062 S_Bergamo-1 39800000 39900000 Bergamo WestEurasia 1 WestEurasia 0.000315 0.000330 0.000550 0.000570 0.000000 False False False False NaN NaN 0.0 1.0 9 63 False 9 63 False True True True True False no no False False X S_Bergamo-1 1.0 0.817752 13.0 4.0 7000.0 9.0 9.0 0.07 398.0 45059.0
184203 S_Papuan-11 106700000 106800000 Papuan Oceania 4 Oceania 0.000339 0.000294 0.000397 0.000378 0.000000 False False False False NaN NaN 0.0 0.0 25 79 False 25 79 False True False False False False no no True True X S_Papuan-11 1.0 0.884221 8.0 0.0 7000.0 0.0 0.0 0.07 1067.0 60331.0
195088 S_Papuan-7 108800000 108900000 Papuan Oceania 4 Oceania 0.000336 0.000326 0.000750 0.000741 0.000000 False False False False NaN NaN 0.0 0.0 19 100 False 19 100 False True True True False False no no False False X S_Papuan-7 1.0 0.852158 19.0 6.0 7000.0 9.0 12.0 0.07 1088.0 37360.0
245039 S_Yemenite_Jew-2 137500000 137600000 Yemenite_Jew WestEurasia 1 WestEurasia 0.001861 0.001966 0.001369 0.001428 0.000000 False False False False NaN NaN 0.0 0.0 33 149 False 33 149 False True True True False False no no False False X S_Yemenite_Jew-2 1.0 0.872061 6.0 0.0 7000.0 0.0 0.0 0.07 1375.0 31421.0
162417 S_Maori-1 100900000 101000000 Maori Oceania 4 Oceania 0.000777 0.000799 0.000946 0.000931 0.000000 False False False False NaN NaN 9.0 9.0 27 55 False 27 55 False True False False False False no no True True X S_Maori-1 1.0 0.800402 4.0 0.0 7000.0 0.0 0.0 0.07 1009.0 43389.0
125367 S_Jordanian-1 120700000 120800000 Jordanian WestEurasia 1 WestEurasia 0.000393 0.000395 0.000887 0.000888 0.000000 True True False False NaN NaN 0.0 27.0 11 439 False 11 200 False True True False False False ambig ambig False True X S_Jordanian-1 1.0 0.930383 8.0 0.0 6000.0 0.0 0.0 0.06 1207.0 35692.0
66427 S_Burmese-2 124300000 124400000 Burmese EastAsia 5 EastAsia 0.000264 0.000214 0.000571 0.000453 0.000000 False False False False NaN NaN 0.0 4.0 31 113 False 31 113 False True True True True False no no False False X S_Burmese-2 1.0 0.909321 5.0 0.0 6000.0 0.0 0.0 0.06 1243.0 56683.0
89460 S_Estonian-1 99600000 99700000 Estonian WestEurasia 1 WestEurasia 0.000501 0.000495 0.000430 0.000397 0.000000 False False False False NaN NaN 0.0 0.0 33 102 False 33 102 False True True True False False no no False False X S_Estonian-1 1.0 0.859971 6.0 1.0 6000.0 1.0 1.0 0.06 996.0 66310.0
183098 S_Papuan-10 151400000 151500000 Papuan Oceania 4 Oceania 0.000403 0.000399 0.000980 0.000976 0.000000 False False False False NaN NaN 6.0 9.0 31 220 False 33 220 False True True True False False no no False False X S_Papuan-10 1.0 0.856174 7.0 0.0 6000.0 0.0 0.0 0.06 1514.0 23547.0
234713 S_Uygur-2 36100000 36200000 Uygur EastAsia 5 EastAsia 0.000509 0.000536 0.000937 0.000969 0.000000 False False False False NaN NaN 11.0 9.0 11 90 False 11 90 False True False False False False no no True True X S_Uygur-2 1.0 0.863739 8.0 0.0 6000.0 0.0 0.0 0.06 361.0 38468.0
49256 S_Bengali-1 114400000 114500000 Bengali SouthAsia 2 SouthAsia 0.000224 0.000232 0.000521 0.000521 0.000000 False False False False NaN NaN 6.0 5.0 29 149 False 29 149 False True False False False False no no True True X S_Bengali-1 1.0 0.834771 5.0 1.0 6000.0 1.0 1.0 0.06 1144.0 35353.0
186304 S_Papuan-2 6400000 6500000 Papuan Oceania 4 Oceania 0.001028 0.000961 0.000995 0.000903 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no no False False X S_Papuan-2 1.0 0.824953 6.0 0.0 6000.0 1.0 1.0 0.06 64.0 44832.0
202822 S_Polish-1 106200000 106300000 Polish WestEurasia 1 WestEurasia 0.000317 0.000294 0.000627 0.000575 0.000000 False False False False NaN NaN 21.0 23.0 31 217 False 31 217 False True True True True False no no False False X S_Polish-1 1.0 0.808330 5.0 0.0 6000.0 0.0 0.0 0.06 1062.0 35505.0
81707 S_Druze-2 100300000 100400000 Druze WestEurasia 1 WestEurasia 0.000705 0.000653 0.001029 0.001007 0.000000 False False False False NaN NaN 0.0 0.0 35 106 False 35 106 False True True True True False no no False False X S_Druze-2 1.0 0.835382 16.0 2.0 6000.0 8.0 12.0 0.06 1003.0 35547.0
146880 S_Kusunda-2 99200000 99300000 Kusunda SouthAsia 2 SouthAsia 0.000412 0.000373 0.000543 0.000521 0.000000 False False False False NaN NaN 0.0 0.0 25 232 False 25 232 False True False False False False no no True True X S_Kusunda-2 1.0 0.923070 13.0 0.0 6000.0 8.0 10.0 0.06 992.0 48753.0
124275 S_Jordanian-1 11500000 11600000 Jordanian WestEurasia 1 WestEurasia 0.000694 0.000644 0.000765 0.000730 0.000000 False False False False NaN NaN 1.0 3.0 1 194 False 1 194 False True False False False False no no True True X S_Jordanian-1 1.0 0.860942 8.0 0.0 6000.0 0.0 0.0 0.06 115.0 47873.0
189306 S_Papuan-3 151400000 151500000 Papuan Oceania 4 Oceania 0.000405 0.000401 0.000998 0.000994 0.000000 True True False False NaN NaN 6.0 6.0 25 221 False 29 221 False True True True False False ambig ambig False False X S_Papuan-3 1.0 0.838731 7.0 0.0 6000.0 0.0 0.0 0.06 1514.0 23547.0
99387 S_Greek-1 5900000 6000000 Greek WestEurasia 1 WestEurasia 0.000576 0.000596 0.001036 0.001062 0.000000 True True False False NaN NaN 0.0 0.0 1 195 False 1 195 False True True True False False ambig ambig False False X S_Greek-1 1.0 0.831724 9.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
118011 S_Irula-1 5900000 6000000 Irula SouthAsia 2 SouthAsia 0.000594 0.000614 0.001046 0.001077 0.000000 True True False False NaN NaN 2.0 6.0 1 176 False 1 176 False True True True False False ambig ambig False False X S_Irula-1 1.0 0.811845 9.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
93179 S_Finnish-3 5900000 6000000 Finnish WestEurasia 1 WestEurasia 0.000589 0.000607 0.001049 0.001076 0.000000 False True False False NaN NaN 0.0 0.0 1 193 False 1 193 False True True True False False no ambig False False X S_Finnish-3 1.0 0.813886 10.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
172331 S_Naxi-1 5900000 6000000 Naxi EastAsia 5 EastAsia 0.000566 0.000587 0.001003 0.001032 0.000000 False True False False NaN NaN 2.0 1.0 1 108 False 1 108 False True True True False False no ambig False False X S_Naxi-1 1.0 0.919531 15.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
60068 S_Brahui-2 109200000 109300000 Brahui SouthAsia 2 SouthAsia 0.000707 0.000706 0.000594 0.000598 0.000000 False False False False NaN NaN 0.0 0.0 31 52 False 31 52 False True False False False False no no True True X S_Brahui-2 1.0 0.803322 15.0 0.0 5000.0 0.0 0.0 0.05 1092.0 47717.0
100571 S_Greek-1 124300000 124400000 Greek WestEurasia 1 WestEurasia 0.000270 0.000216 0.000539 0.000497 0.000000 False False False False NaN NaN 0.0 8.0 35 170 False 35 170 False True True True True False no no False False X S_Greek-1 1.0 0.812271 6.0 0.0 5000.0 0.0 0.0 0.05 1243.0 56683.0
248671 S_Zapotec-1 35100000 35200000 Zapotec America 6 America 0.000511 0.000504 0.000612 0.000610 0.000000 False False False False NaN NaN 0.0 0.0 7 76 False 7 76 False True False False False False no no True True X S_Zapotec-1 1.0 0.889416 10.0 0.0 5000.0 0.0 0.0 0.05 351.0 39800.0
176987 S_Orcadian-1 5900000 6000000 Orcadian WestEurasia 1 WestEurasia 0.000563 0.000583 0.001006 0.001034 0.000000 True True False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False ambig ambig False False X S_Orcadian-1 1.0 0.821767 8.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
104043 S_Hawaiian-1 5900000 6000000 Hawaiian Oceania 4 Oceania 0.000583 0.000603 0.001034 0.001058 0.000000 True True False False NaN NaN 2.0 1.0 1 146 False 1 146 False True True True False False ambig ambig False False X S_Hawaiian-1 1.0 0.896520 19.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
55931 S_Brahmin-2 5900000 6000000 Brahmin SouthAsia 2 SouthAsia 0.000577 0.000599 0.001032 0.001060 0.000000 True True False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False ambig ambig False False X S_Brahmin-2 1.0 0.827087 9.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
119563 S_Irula-2 5900000 6000000 Irula SouthAsia 2 SouthAsia 0.000730 0.000796 0.001181 0.001215 0.000000 False False False False NaN NaN 0.0 0.0 1 176 False 1 176 False True True True False False no no False False X S_Irula-2 1.0 0.826724 9.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
82315 S_English-1 5900000 6000000 English WestEurasia 1 WestEurasia 0.000565 0.000585 0.000993 0.001018 0.000000 True True False False NaN NaN 0.0 0.0 1 193 False 1 193 False True True True False False ambig ambig False False X S_English-1 1.0 0.874738 13.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
234715 S_Uygur-2 36300000 36400000 Uygur EastAsia 5 EastAsia 0.000677 0.000667 0.000720 0.000723 0.000000 False False False False NaN NaN 11.0 0.0 11 90 False 11 90 False True False False False False no no True True X S_Uygur-2 1.0 0.863739 8.0 0.0 5000.0 0.0 0.0 0.05 363.0 54443.0
69005 S_Cambodian-1 71700000 71800000 Cambodian EastAsia 5 EastAsia 0.000140 0.000134 0.000179 0.000177 0.000000 False False False False NaN NaN 0.0 0.0 19 318 False 19 318 False True False False False False no no True True X S_Cambodian-1 1.0 0.901524 10.0 0.0 5000.0 0.0 0.0 0.05 717.0 38265.0
183382 S_Papuan-11 24600000 24700000 Papuan Oceania 4 Oceania 0.000265 0.000259 0.000464 0.000463 0.000000 True True False False NaN NaN 3.0 3.0 7 215 False 7 215 False True True False False False ambig ambig False True X S_Papuan-11 1.0 0.889458 8.0 1.0 5000.0 0.0 0.0 0.05 246.0 42156.0
232724 S_Turkish-1 147600000 147700000 Turkish WestEurasia 1 WestEurasia 0.000275 0.000277 0.000542 0.000560 0.006211 False False False False NaN NaN 0.0 0.0 45 210 False 45 210 False True True True False False no no False False X S_Turkish-1 1.0 0.867615 6.0 0.0 5000.0 0.0 0.0 0.05 1476.0 65264.0
158363 S_Mala-3 5900000 6000000 Mala SouthAsia 2 SouthAsia 0.000571 0.000592 0.001012 0.001039 0.000000 True True False False NaN NaN 0.0 0.0 1 196 False 1 196 False True True True False False ambig ambig False False X S_Mala-3 1.0 0.826733 9.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
234411 S_Uygur-2 5900000 6000000 Uygur EastAsia 5 EastAsia 0.000582 0.000605 0.001046 0.001076 0.000000 True True False False NaN NaN 0.0 0.0 1 102 False 1 102 False True True True False False ambig ambig False False X S_Uygur-2 1.0 0.828351 9.0 0.0 5000.0 0.0 0.0 0.05 59.0 56200.0
26827 S_Altaian-1 44300000 44400000 Altaian CentralAsiaSiberia 3 CentralAsiaSiberia 0.000488 0.000476 0.000946 0.000948 0.000000 False False False False NaN NaN 0.0 0.0 5 126 False 5 126 False True True True True False no no False False X S_Altaian-1 1.0 0.921328 11.0 1.0 5000.0 4.0 7.0 0.05 443.0 34315.0
122299 S_Japanese-1 124300000 124400000 Japanese EastAsia 5 EastAsia 0.000234 0.000221 0.000547 0.000490 0.000000 False False False False NaN NaN 2.0 4.0 37 115 False 37 115 False True True True True False no no False False X S_Japanese-1 1.0 0.836858 6.0 0.0 4000.0 0.0 0.0 0.04 1243.0 56683.0
157103 S_Mala-2 35100000 35200000 Mala SouthAsia 2 SouthAsia 0.000698 0.000695 0.000688 0.000684 0.000000 False False False False NaN NaN 1.0 1.0 9 156 False 9 156 False True False False False False no no True True X S_Mala-2 1.0 0.874005 10.0 0.0 4000.0 0.0 0.0 0.04 351.0 39800.0
1903 B_Crete-2 35100000 35200000 Crete WestEurasia 1 WestEurasia 0.000627 0.000632 0.000631 0.000637 0.000000 False False False False NaN NaN 1.0 1.0 7 92 False 7 92 False True False False False False no no True True X B_Crete-2 1.0 0.872596 9.0 0.0 4000.0 0.0 0.0 0.04 351.0 39800.0
150455 S_Lahu-2 146300000 146400000 Lahu EastAsia 5 EastAsia 0.000725 0.000739 0.000915 0.000918 0.000000 False False False False NaN NaN 0.0 0.0 45 223 False 45 223 False True True True False False no no False False X S_Lahu-2 1.0 0.805301 4.0 0.0 4000.0 0.0 0.0 0.04 1463.0 30931.0
189035 S_Papuan-3 124300000 124400000 Papuan Oceania 4 Oceania 0.000215 0.000200 0.000528 0.000466 0.000000 False False False False NaN NaN 1.0 2.0 19 151 False 21 151 False True True True True False no no False False X S_Papuan-3 1.0 0.807812 7.0 1.0 4000.0 1.0 0.0 0.04 1243.0 56683.0
197066 S_Papuan-8 151400000 151500000 Papuan Oceania 4 Oceania 0.000367 0.000372 0.000924 0.000940 0.000000 True True False False NaN NaN 6.0 5.0 31 220 False 31 220 False True True True False False ambig ambig False False X S_Papuan-8 1.0 0.859494 6.0 0.0 4000.0 0.0 0.0 0.04 1514.0 23547.0
211267 S_Russian-1 19500000 19600000 Russian WestEurasia 1 WestEurasia 0.000266 0.000257 0.000787 0.000780 0.000000 False False False False NaN NaN 3.0 12.0 3 17 False 3 17 False True False False False False no no True True X S_Russian-1 1.0 0.894002 6.0 0.0 4000.0 0.0 0.0 0.04 195.0 51691.0
157790 S_Mala-2 103800000 103900000 Mala SouthAsia 2 SouthAsia 0.000202 0.000209 0.000429 0.000439 0.000000 True True False True NaN 0.000209 29.0 44.0 33 77 False 34 5 True True False False False False ambig yes True True X S_Mala-2 1.0 0.821814 4.0 0.0 4000.0 0.0 0.0 0.04 1038.0 35394.0
186202 S_Papuan-12 151400000 151500000 Papuan Oceania 4 Oceania 0.000384 0.000388 0.000940 0.000954 0.000000 True True False False NaN NaN 6.0 5.0 33 234 False 33 234 False True True True False False ambig ambig False False X S_Papuan-12 1.0 0.859995 6.0 0.0 4000.0 0.0 0.0 0.04 1514.0 23547.0
168165 S_Miao-1 54900000 55000000 Miao EastAsia 5 EastAsia 0.000504 0.000509 0.000485 0.000488 0.000000 False False False False NaN NaN 0.0 11.0 15 25 False 17 25 False True False False False False no no True True X S_Miao-1 1.0 0.870234 7.0 0.0 4000.0 0.0 0.0 0.04 549.0 33033.0
95023 S_French-1 35100000 35200000 French WestEurasia 1 WestEurasia 0.000639 0.000646 0.000635 0.000645 0.000000 False False False False NaN NaN 2.0 2.0 3 141 False 3 141 False True False False False False no no True True X S_French-1 1.0 0.871698 9.0 0.0 4000.0 0.0 0.0 0.04 351.0 39800.0
154891 S_Madiga-2 124300000 124400000 Madiga SouthAsia 2 SouthAsia 0.000232 0.000209 0.000514 0.000450 0.000000 False False False False NaN NaN 0.0 2.0 35 117 False 35 117 False True True True True False no no False False X S_Madiga-2 1.0 0.902080 10.0 1.0 4000.0 1.0 0.0 0.04 1243.0 56683.0
35366 S_Atayal-1 122200000 122300000 Atayal EastAsia 5 EastAsia 0.000932 0.000976 0.000949 0.000971 0.000000 False False False False NaN NaN 0.0 0.0 37 121 False 39 118 False True True True False False no no False False X S_Atayal-1 1.0 0.948596 17.0 0.0 4000.0 0.0 0.0 0.04 1222.0 34172.0
211423 S_Russian-1 35100000 35200000 Russian WestEurasia 1 WestEurasia 0.000530 0.000540 0.000600 0.000608 0.000000 False False False False NaN NaN 0.0 0.0 5 145 False 5 141 False True False False False False no no True True X S_Russian-1 1.0 0.875995 10.0 0.0 4000.0 0.0 0.0 0.04 351.0 39800.0
183280 S_Papuan-11 14400000 14500000 Papuan Oceania 4 Oceania 0.000182 0.000174 0.000495 0.000497 0.000000 False False False False NaN NaN 0.0 3.0 3 76 False 3 76 False True False False False False no no True True X S_Papuan-11 1.0 0.843744 6.0 0.0 4000.0 0.0 0.0 0.04 144.0 47308.0
28192 S_Ami-1 25600000 25700000 Ami EastAsia 5 EastAsia 0.000704 0.000681 0.001030 0.000984 0.000000 False False False False NaN NaN 5.0 5.0 7 141 False 7 141 False True True True True False no no False False X S_Ami-1 1.0 0.822084 5.0 0.0 4000.0 0.0 0.0 0.04 256.0 40442.0
134715 S_Kalash-1 124300000 124400000 Kalash SouthAsia 2 SouthAsia 0.000243 0.000219 0.000539 0.000466 0.000000 False False False False NaN NaN 2.0 2.0 29 157 False 29 157 False True True True True False no no False False X S_Kalash-1 1.0 0.869488 9.0 1.0 4000.0 1.0 0.0 0.04 1243.0 56683.0
133531 S_Kalash-1 5900000 6000000 Kalash SouthAsia 2 SouthAsia 0.000556 0.000569 0.001000 0.001018 0.000000 True True False False NaN NaN 2.0 3.0 1 196 False 1 196 False True True True False False ambig ambig False False X S_Kalash-1 1.0 0.801648 6.0 0.0 4000.0 0.0 0.0 0.04 59.0 56200.0
17034 B_Papuan-15 151400000 151500000 Papuan Oceania 4 Oceania 0.000383 0.000387 0.000931 0.000945 0.000000 True True False False NaN NaN 0.0 3.0 29 216 False 29 216 False True True True False False ambig ambig False False X B_Papuan-15 1.0 0.860931 7.0 0.0 4000.0 0.0 0.0 0.04 1514.0 23547.0
235595 S_Uygur-2 124300000 124400000 Uygur EastAsia 5 EastAsia 0.000233 0.000208 0.000553 0.000474 0.000000 False False False False NaN NaN 1.0 2.0 41 149 False 43 149 False True True True True False no no False False X S_Uygur-2 1.0 0.803063 6.0 0.0 4000.0 0.0 0.0 0.04 1243.0 56683.0
71743 S_Chechen-1 35100000 35200000 Chechen WestEurasia 1 WestEurasia 0.000601 0.000615 0.000603 0.000613 0.000000 False False False False NaN NaN 2.0 3.0 5 142 False 5 142 False True False False False False no no True True X S_Chechen-1 1.0 0.873085 9.0 0.0 4000.0 0.0 0.0 0.04 351.0 39800.0
184224 S_Papuan-11 108800000 108900000 Papuan Oceania 4 Oceania 0.000304 0.000296 0.000669 0.000672 0.000000 False False False False NaN NaN 1.0 1.0 25 79 False 25 79 False True True True False False no no False False X S_Papuan-11 1.0 0.841956 18.0 6.0 4000.0 9.0 12.0 0.04 1088.0 37360.0
140718 S_Khonda_Dora-1 103800000 103900000 Khonda_Dora SouthAsia 2 SouthAsia 0.000206 0.000214 0.000435 0.000446 0.000000 True True False True NaN 0.000214 34.0 45.0 21 101 False 24 5 True True False False False False ambig yes True True X S_Khonda_Dora-1 1.0 0.821806 4.0 0.0 4000.0 0.0 0.0 0.04 1038.0 35394.0
137819 S_Kapu-2 124300000 124400000 Kapu SouthAsia 2 SouthAsia 0.000265 0.000242 0.000564 0.000491 0.000000 False False False False NaN NaN 0.0 0.0 37 153 False 37 153 False True True True True False no no False False X S_Kapu-2 1.0 0.845741 8.0 1.0 4000.0 1.0 0.0 0.04 1243.0 56683.0
31099 S_Armenian-1 5900000 6000000 Armenian WestEurasia 1 WestEurasia 0.000580 0.000592 0.001033 0.001050 0.000000 False True False False NaN NaN 0.0 0.0 1 144 False 1 144 False True True True False False no ambig False False X S_Armenian-1 1.0 0.854900 7.0 0.0 4000.0 0.0 0.0 0.04 59.0 56200.0
35095 S_Atayal-1 95100000 95200000 Atayal EastAsia 5 EastAsia 0.000521 0.000479 0.000963 0.000928 0.000000 True True False False NaN NaN 1.0 1.0 27 238 False 29 238 False True True True False False ambig ambig False False X S_Atayal-1 1.0 0.914385 13.0 0.0 4000.0 9.0 6.0 0.04 951.0 36266.0
72353 S_Chechen-1 96100000 96200000 Chechen WestEurasia 1 WestEurasia 0.000451 0.000437 0.000564 0.000571 0.000000 False False False False NaN NaN 0.0 0.0 29 237 False 29 237 False True True True False False no no False False X S_Chechen-1 1.0 0.944904 15.0 0.0 3000.0 0.0 6.0 0.03 961.0 62705.0
189408 S_Papuan-4 6400000 6500000 Papuan Oceania 4 Oceania 0.000421 0.000398 0.000934 0.000883 0.000000 False False False False NaN NaN 0.0 0.0 1 109 False 1 109 False True True True False False no no False False X S_Papuan-4 1.0 0.854524 8.0 0.0 3000.0 1.0 1.0 0.03 64.0 44832.0
100550 S_Greek-1 122200000 122300000 Greek WestEurasia 1 WestEurasia 0.000726 0.000744 0.000633 0.000624 0.000000 False False False False NaN NaN 0.0 0.0 35 170 False 35 170 False True True True False False no no False False X S_Greek-1 1.0 0.939328 14.0 0.0 3000.0 0.0 0.0 0.03 1222.0 34172.0
181648 S_Papuan-10 6400000 6500000 Papuan Oceania 4 Oceania 0.000967 0.000933 0.000946 0.000903 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no no False False X S_Papuan-10 1.0 0.886378 10.0 5.0 3000.0 0.0 0.0 0.03 64.0 44832.0
112987 S_Igorot-2 124300000 124400000 Igorot Oceania 4 Oceania 0.000222 0.000216 0.000536 0.000503 0.000000 False False False False NaN NaN 1.0 1.0 43 115 False 45 115 False True True True True False no no False False X S_Igorot-2 1.0 0.810576 7.0 1.0 3000.0 1.0 0.0 0.03 1243.0 56683.0
142603 S_Kinh-2 137100000 137200000 Kinh EastAsia 5 EastAsia 0.000444 0.000448 0.000520 0.000518 0.000000 False False False False NaN NaN 5.0 5.0 43 236 False 43 236 False True True True False False no no False False X S_Kinh-2 1.0 0.814720 6.0 0.0 3000.0 3.0 3.0 0.03 1371.0 21520.0
239406 S_Yadava-1 39800000 39900000 Yadava SouthAsia 2 SouthAsia 0.000599 0.000616 0.000632 0.000639 0.000000 False False False False NaN NaN 0.0 0.0 9 52 False 9 52 False True True True True False no no False False X S_Yadava-1 1.0 0.871054 13.0 5.0 3000.0 11.0 11.0 0.03 398.0 45059.0
125434 S_Jordanian-1 127400000 127500000 Jordanian WestEurasia 1 WestEurasia 0.000163 0.000166 0.000445 0.000458 0.000000 True True False False NaN NaN 8.0 8.0 11 439 False 11 200 False True False False False False ambig ambig True True X S_Jordanian-1 1.0 0.844601 6.0 0.0 3000.0 0.0 0.0 0.03 1274.0 39253.0
184165 S_Papuan-11 102900000 103000000 Papuan Oceania 4 Oceania 0.000281 0.000264 0.000426 0.000405 0.000000 False False False False NaN NaN 1.0 2.0 25 79 False 25 79 False True True True False False no no False False X S_Papuan-11 1.0 0.935848 13.0 1.0 3000.0 9.0 12.0 0.03 1029.0 52124.0
125623 S_Jordanian-1 146300000 146400000 Jordanian WestEurasia 1 WestEurasia 0.000372 0.000377 0.000881 0.000883 0.000000 False False False False NaN NaN 0.0 1.0 11 439 False 13 234 False True True True False False no no False False X S_Jordanian-1 1.0 0.832118 5.0 0.0 3000.0 0.0 0.0 0.03 1463.0 30931.0
199878 S_Pathan-1 122200000 122300000 Pathan SouthAsia 2 SouthAsia 0.000717 0.000758 0.000617 0.000628 0.000000 False False False False NaN NaN 1.0 1.0 29 213 False 31 115 False True True True False False no no False False X S_Pathan-1 1.0 0.862105 13.0 0.0 2000.0 0.0 0.0 0.02 1222.0 34172.0
70391 S_Chane-1 55100000 55200000 Chane America 6 America 0.000399 0.000398 0.000745 0.000717 0.000000 False False False False NaN NaN 26.0 15.0 19 96 False 19 96 False True False False False False no no True True X S_Chane-1 1.0 0.837616 8.0 0.0 2000.0 0.0 0.0 0.02 551.0 39697.0
133756 S_Kalash-1 28400000 28500000 Kalash SouthAsia 2 SouthAsia 0.001016 0.001019 0.000946 0.000956 0.000000 False False False False NaN NaN 0.0 0.0 9 76 False 9 76 False True False False False False no no True True X S_Kalash-1 1.0 0.838712 7.0 0.0 2000.0 0.0 0.0 0.02 284.0 31416.0
55787 S_Brahmin-1 146700000 146800000 Brahmin SouthAsia 2 SouthAsia 0.000304 0.000309 0.001167 0.001182 0.000000 False False False False NaN NaN 0.0 0.0 37 216 False 37 216 False True True True False False no no False False X S_Brahmin-1 1.0 0.876998 6.0 1.0 2000.0 0.0 0.0 0.02 1467.0 31189.0
58108 S_Brahui-1 68400000 68500000 Brahui SouthAsia 2 SouthAsia 0.000600 0.000628 0.000699 0.000712 0.000000 False False False False NaN NaN 0.0 0.0 17 56 False 17 56 False True True True True False no no False False X S_Brahui-1 1.0 0.854257 6.0 0.0 2000.0 0.0 0.0 0.02 684.0 47179.0
59527 S_Brahui-2 55100000 55200000 Brahui SouthAsia 2 SouthAsia 0.000365 0.000361 0.000678 0.000636 0.000000 False False False False NaN NaN 1.0 0.0 13 38 False 13 38 False True False False False False no no True True X S_Brahui-2 1.0 0.849987 9.0 0.0 2000.0 0.0 0.0 0.02 551.0 39697.0
174135 S_North_Ossetian-1 31100000 31200000 North_Ossetian WestEurasia 1 WestEurasia 0.000412 0.000367 0.000851 0.000826 0.000000 False True False False NaN NaN 1.0 2.0 7 109 False 7 109 False True True True True False no ambig False False X S_North_Ossetian-1 1.0 0.854006 10.0 0.0 2000.0 8.0 8.0 0.02 311.0 60839.0
237169 S_Xibo-1 126500000 126600000 Xibo EastAsia 5 EastAsia 0.000235 0.000238 0.000587 0.000597 0.000000 False False False False NaN NaN 6.0 15.0 25 162 False 25 162 False True False False False False no no True True X S_Xibo-1 1.0 0.854476 5.0 0.0 2000.0 0.0 0.0 0.02 1265.0 32662.0
94342 S_Finnish-3 122200000 122300000 Finnish WestEurasia 1 WestEurasia 0.000701 0.000734 0.000609 0.000620 0.000000 False False False False NaN NaN 0.0 0.0 33 168 False 31 168 False True True True False False no no False False X S_Finnish-3 1.0 0.844730 12.0 0.0 2000.0 0.0 0.0 0.02 1222.0 34172.0
134585 S_Kalash-1 111300000 111400000 Kalash SouthAsia 2 SouthAsia 0.000220 0.000221 0.000830 0.000821 0.000000 False False False False NaN NaN 3.0 3.0 29 157 False 29 157 False True False False False False no no True True X S_Kalash-1 1.0 0.850200 5.0 1.0 2000.0 2.0 3.0 0.02 1113.0 39086.0
86139 S_Eskimo_Chaplin-1 77900000 78000000 Eskimo_Chaplin CentralAsiaSiberia 3 CentralAsiaSiberia 0.000386 0.000393 0.000550 0.000558 0.000000 False False False False NaN NaN 5.0 5.0 31 206 False 31 65 False True True True False False no no False False X S_Eskimo_Chaplin-1 1.0 0.894314 10.0 0.0 2000.0 0.0 0.0 0.02 779.0 41157.0
198133 S_Papuan-9 102900000 103000000 Papuan Oceania 4 Oceania 0.000275 0.000262 0.000423 0.000407 0.000000 False False False False NaN NaN 1.0 5.0 19 31 False 19 31 False True True True False False no no False False X S_Papuan-9 1.0 0.942322 11.0 1.0 2000.0 7.0 10.0 0.02 1029.0 52124.0
122667 S_Japanese-3 5900000 6000000 Japanese EastAsia 5 EastAsia 0.000551 0.000559 0.000984 0.000995 0.000000 True True False False NaN NaN 1.0 1.0 1 111 False 1 111 False True True True False False ambig ambig False False X S_Japanese-3 1.0 0.924248 10.0 0.0 2000.0 0.0 0.0 0.02 59.0 56200.0
72614 S_Chechen-1 122200000 122300000 Chechen WestEurasia 1 WestEurasia 0.000704 0.000744 0.000598 0.000609 0.000000 False False False False NaN NaN 1.0 1.0 37 123 False 37 123 False True True True False False no no False False X S_Chechen-1 1.0 0.909824 14.0 0.0 2000.0 0.0 0.0 0.02 1222.0 34172.0
48224 S_Bengali-1 11200000 11300000 Bengali SouthAsia 2 SouthAsia 0.000194 0.000193 0.000427 0.000425 0.000000 True False False False NaN NaN 2.0 2.0 1 211 False 1 211 False True False False False False ambig no True True X S_Bengali-1 1.0 0.923939 29.0 0.0 2000.0 2.0 2.0 0.02 112.0 57538.0
22950 S_Abkhasian-2 122200000 122300000 Abkhasian WestEurasia 1 WestEurasia 0.000712 0.000748 0.000615 0.000626 0.000000 False False False False NaN NaN 0.0 0.0 25 117 False 27 117 False True True True False False no no False False X S_Abkhasian-2 1.0 0.845725 11.0 0.0 2000.0 0.0 0.0 0.02 1222.0 34172.0
117622 S_Iraqi_Jew-2 122200000 122300000 Iraqi_Jew WestEurasia 1 WestEurasia 0.000695 0.000728 0.000589 0.000599 0.000000 False False False False NaN NaN 0.0 0.0 23 123 False 23 123 False True True True False False no no False False X S_Iraqi_Jew-2 1.0 0.929771 17.0 0.0 2000.0 0.0 0.0 0.02 1222.0 34172.0
137427 S_Kapu-2 85100000 85200000 Kapu SouthAsia 2 SouthAsia 0.000316 0.000274 0.000569 0.000563 0.000000 False False False False NaN NaN 0.0 0.0 31 207 False 31 207 False True True True True False no no False False X S_Kapu-2 1.0 0.978712 66.0 20.0 1000.0 34.0 51.0 0.01 851.0 51978.0
67802 S_Burusho-1 106600000 106700000 Burusho SouthAsia 2 SouthAsia 0.000317 0.000320 0.000328 0.000329 0.000000 False False False False NaN NaN 24.0 7.0 31 51 False 31 51 False True False False False False no no True True X S_Burusho-1 1.0 0.836739 6.0 0.0 1000.0 0.0 0.0 0.01 1066.0 33699.0
213022 S_Saami-2 39800000 39900000 Saami WestEurasia 1 WestEurasia 0.000281 0.000283 0.000497 0.000501 0.000000 False False False False NaN NaN 0.0 0.0 13 117 False 13 117 False True True True True False no no False False X S_Saami-2 1.0 0.838208 10.0 3.0 1000.0 8.0 8.0 0.01 398.0 45059.0
152875 S_Madiga-1 77900000 78000000 Madiga SouthAsia 2 SouthAsia 0.000407 0.000411 0.000576 0.000583 0.000000 False False False False NaN NaN 12.0 12.0 27 211 False 27 211 False True True True False False no no False False X S_Madiga-1 1.0 0.874059 8.0 0.0 1000.0 0.0 0.0 0.01 779.0 41157.0
185539 S_Papuan-12 85100000 85200000 Papuan Oceania 4 Oceania 0.000272 0.000220 0.000557 0.000551 0.000000 False False False False NaN NaN 0.0 1.0 19 314 False 19 314 False True True True True False no no False False X S_Papuan-12 1.0 0.935107 20.0 7.0 1000.0 10.0 18.0 0.01 851.0 51978.0
172451 S_Naxi-1 17900000 18000000 Naxi EastAsia 5 EastAsia 0.000087 0.000088 0.000357 0.000360 0.000000 True True False False NaN NaN 17.0 17.0 5 41 False 5 41 False True False False False False ambig ambig True True X S_Naxi-1 1.0 0.889561 6.0 0.0 1000.0 0.0 0.0 0.01 179.0 41832.0
211625 S_Russian-1 55300000 55400000 Russian WestEurasia 1 WestEurasia 0.000531 0.000524 0.000742 0.000736 0.000000 True True False False NaN NaN 14.0 14.0 9 81 False 9 11 False True False False False False ambig ambig True True X S_Russian-1 1.0 0.839172 5.0 0.0 1000.0 0.0 0.0 0.01 553.0 22905.0
183178 S_Papuan-11 4200000 4300000 Papuan Oceania 4 Oceania 0.000791 0.000788 0.001202 0.001207 0.000000 False False False False NaN NaN 0.0 0.0 1 108 False 1 108 False True True True False False no no False False X S_Papuan-11 1.0 0.973079 49.0 25.0 1000.0 2.0 2.0 0.01 42.0 48220.0
173770 S_Naxi-1 149800000 149900000 Naxi EastAsia 5 EastAsia 0.000313 0.000315 0.000527 0.000530 0.000000 True True False False NaN NaN 0.0 0.0 39 229 False 39 229 False True True True False False ambig ambig False False X S_Naxi-1 1.0 0.814312 5.0 0.0 1000.0 0.0 0.0 0.01 1498.0 50292.0

Correlation between proportion of windows swept and admixture proportion in each individual

There is a relation between amount swept and admixtue, as would be expected if sweeps displace admixture.

In [50]:
plot_df = (merged_data[['indiv_1', 'region_1', 'swept', 'swept_af', 'admix_prop']]
           .groupby(['indiv_1', 'region_1'])
           .mean()
           .reset_index()
#           .loc[lambda df: df.admix_prop < 0.03]
           .loc[lambda df: (~numpy.isnan(df.swept)) & (df.region_1 != 'Africa')]
          )

fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(8, 4))

colors = [region_colors[x] for x in plot_df.region_1]

g = sns.regplot(data=plot_df, x='swept', y='admix_prop', color='grey', 
                #scatter=False, 
                scatter_kws={'alpha': 0},
                ax=ax1)
g = ax1.scatter(plot_df.swept, plot_df.admix_prop,
                     s=20, #edgecolors='none',
                     c=colors,
                     label=colors)
ax1.set_title('All data')
ax1.set_ylabel('Admixture proportion')
ax1.set_xlabel('Proportion of chromosome swept ')


g = sns.regplot(data=plot_df, x='swept_af', y='admix_prop', color='grey', 
                #scatter=False, 
                scatter_kws={'alpha': 0},
                ax=ax2)
g = ax2.scatter(plot_df.swept, plot_df.admix_prop,
                     s=20, #edgecolors='none',
                     c=colors, zorder=3,
                     label=colors)
ax2.set_title('Admixture segments removed')
ax2.set_ylabel('Admixture proportion')
ax2.set_xlabel('Proportion of chromosome swept ')

plt.tight_layout()
plt.savefig(str(figures_dir / 'tot_admix_by_tot_swept.png'))
plt.savefig(str(figures_dir / 'tot_admix_by_tot_swept.pdf'))

The same but with the following two outliers removed:

In [51]:
print(plot_df.loc[plot_df.admix_prop > 0.03])
           indiv_1     region_1     swept  swept_af  admix_prop
561  S_Jordanian-1  WestEurasia  0.024052  0.027697    0.046272
In [52]:
plot_df = (merged_data[['indiv_1', 'region_1', 'swept', 'swept_af', 'admix_prop']]
           .groupby(['indiv_1', 'region_1'])
           .mean()
           .reset_index()
           .loc[lambda df: df.admix_prop < 0.03]
           .loc[lambda df: (~numpy.isnan(df.swept)) & (df.region_1 != 'Africa')]
          )

fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(8, 4))

colors = [region_colors[x] for x in plot_df.region_1]

ax1.set_ylim(0, 0.03)
ax1.set_xlim(0, 0.2)
ax2.set_ylim(0, 0.03)
ax2.set_xlim(0, 0.2)

g = sns.regplot(data=plot_df, x='swept', y='admix_prop', color='grey', 
                #scatter=False, 
                scatter_kws={'alpha': 0},
                ax=ax1)
g = ax1.scatter(plot_df.swept, plot_df.admix_prop,
                     s=20, #edgecolors='none',
                     c=colors,
                     label=colors)
ax1.set_title('All data')
ax1.set_ylabel('Admixture proportion')
ax1.set_xlabel('Proportion of chromosome swept ')


g = sns.regplot(data=plot_df, x='swept_af', y='admix_prop', color='grey', 
                #scatter=False, 
                scatter_kws={'alpha': 0},
                ax=ax2)
g = ax2.scatter(plot_df.swept, plot_df.admix_prop,
                     s=20, #edgecolors='none',
                     c=colors, zorder=3,
                     label=colors)
ax2.set_title('Admixture segments removed')
ax2.set_ylabel('Admixture proportion')
ax2.set_xlabel('Proportion of chromosome swept ')

plt.tight_layout()
plt.savefig(str(figures_dir / 'tot_admix_by_tot_swept_outliers_rm.png'))
plt.savefig(str(figures_dir / 'tot_admix_by_tot_swept_outliers_rm.pdf'))
In [53]:
g = sns.lmplot(data=plot_df, 
               x='swept', y='admix_prop', hue='region_1', 
               fit_reg=False, palette='Set1')
In [ ]:
 
In [ ]:
 

Admixture proportions across the X chromosome

Admixture and 75% regions:

In [81]:
# plot_df = merged_data.loc[~merged_data.region_1.isin(['Africa']),
#                     ['admix_prop', 'start', 'end']].groupby(['start', 'end']).mean()
# plot_df['admix_prop_not_sweept'] = merged_data.loc[(merged_data.swept == False) & ~merged_data.region_1.isin(['Africa']), 
#                       ['admix_prop', 'start', 'end']].groupby(['start', 'end']).admix_prop.mean()
# plot_df.reset_index(inplace=True)
# plot_df = stairs(plot_df)
# plot_df.head()

win_means = merged_data.loc[~merged_data.region_1.isin(['Africa']),
                    ['admix_prop', 'start', 'end']].groupby(['start', 'end']).mean()
win_means['admix_prop_not_sweept'] = merged_data.loc[(merged_data.swept == False) & ~merged_data.region_1.isin(['Africa']), 
                      ['admix_prop', 'start', 'end']].groupby(['start', 'end']).admix_prop.mean()
win_means['nr_swept'] = merged_data.loc[~merged_data.region_1.isin(['Africa']), 
                      ['swept', 'start', 'end']].groupby(['start', 'end']).swept.sum()
win_means['nr_total'] = merged_data.loc[~merged_data.region_1.isin(['Africa']), 
                      ['swept', 'start', 'end']].groupby(['start', 'end']).swept.size()
win_means['prop_swept'] = win_means.nr_swept / win_means.nr_total
win_means.reset_index(inplace=True)

win_means.head()
Out[81]:
start end admix_prop admix_prop_not_sweept nr_swept nr_total prop_swept
0 2700000 2800000 0.000000 0.000000 0.0 139 0.0
1 2800000 2900000 0.005429 0.005429 0.0 140 0.0
2 2900000 3000000 0.053143 0.053143 0.0 140 0.0
3 3000000 3100000 0.011500 0.011500 0.0 140 0.0
4 3100000 3200000 0.006429 0.006429 0.0 140 0.0

Proportional reduction in admixture versus proportion swept

In [55]:
fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 6))
plot_df = win_means
ax1.scatter(plot_df.prop_swept, -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept) ;
plot_df = win_means.loc[win_means.admix_prop > 0.01]
ax2.scatter(plot_df.prop_swept, -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept) ;
In [82]:
plot_df = stairs(win_means)

with sns.color_palette('colorblind'):
    with sns.axes_style('ticks'):

        fig, ax1 = plt.subplots(1, 1, figsize=(15,7))
        ax1.plot(plot_df.pos, plot_df.admix_prop_not_sweept, label='not swept')
        ax1.plot(plot_df.pos, plot_df.admix_prop, label='all')
        ax1.plot(plot_df.pos, plot_df.admix_prop - plot_df.admix_prop_not_sweept, label='difference')
        ax1.legend(loc='upper right')
        ax1.set_ylabel('Admixture proportion')

        for tup in extended_peak_regions_75.itertuples():
            g = ax1.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))
            
        sns.despine(trim=True)

Relative reduction in regions with sweeps

In [103]:
plot_df = stairs(win_means)

with sns.color_palette('colorblind'):
    with sns.axes_style('ticks'):

        y = -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept

        fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(15,15))
        
        ax1.plot(plot_df.pos, y, label='rel diff', marker='o', markersize=3, linestyle='none')
        ax1.plot(plot_df.pos, y)
        ax1.legend(loc='upper right')
        ax1.set_ylabel('Admixture proportion')

        for tup in extended_peak_regions_10.itertuples():
            g = ax1.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 8, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))

        ax2.plot(plot_df.pos, y, label='rel diff', marker='o', markersize=3, linestyle='none')
        ax2.plot(plot_df.pos, y)
        ax2.legend(loc='upper right')
        ax2.set_ylabel('Admixture proportion')

        for tup in extended_peak_regions_10.itertuples():
            g = ax2.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 8, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))
        ax2.set_ylim(-1, 1)
        
        ax3.plot(plot_df.pos.loc[numpy.isfinite(y)], y.loc[numpy.isfinite(y)], color='grey')
        ax3.plot(plot_df.pos, y, 
                 label='rel diff', marker='o', markersize=3, linestyle='none')
        ax3.plot(plot_df.pos, y)


        ax3.legend(loc='upper right')
        ax3.set_ylabel('Admixture proportion')

        for tup in extended_peak_regions_10.itertuples():
            g = ax3.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))

#        sns.despine(trim=True)
        ax3.set_ylim(-1, 0)
In [104]:
win_means_full = merged_data_full.loc[~merged_data_full.region_1.isin(['Africa']),
                    ['admix_prop', 'start', 'end']].groupby(['start', 'end']).mean()
win_means_full['admix_prop_not_sweept'] = merged_data_full.loc[(merged_data_full.swept == False) & ~merged_data_full.region_1.isin(['Africa']), 
                      ['admix_prop', 'start', 'end']].groupby(['start', 'end']).admix_prop.mean()
win_means_full['nr_swept'] = merged_data_full.loc[~merged_data_full.region_1.isin(['Africa']), 
                      ['swept', 'start', 'end']].groupby(['start', 'end']).swept.sum()
win_means_full['nr_total'] = merged_data_full.loc[~merged_data_full.region_1.isin(['Africa']), 
                      ['swept', 'start', 'end']].groupby(['start', 'end']).swept.size()
win_means_full['prop_swept'] = win_means_full.nr_swept / win_means_full.nr_total
win_means_full.reset_index(inplace=True)

win_means_full.head()

plot_df = stairs(win_means_full)

with sns.color_palette('colorblind'):
    with sns.axes_style('ticks'):

        fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15,10))
        ax1.plot(plot_df.pos, -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept, 
                 label='rel diff', marker='o', markersize=3, linestyle='none')
        ax1.plot(plot_df.pos, -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept)
        ax1.legend(loc='upper right')
        ax1.set_ylabel('Admixture proportion')

        for tup in extended_peak_regions_10.itertuples():
            g = ax1.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))

        ax2.plot(plot_df.pos, -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept, 
                 label='rel diff', marker='o', markersize=3, linestyle='none')
        ax2.plot(plot_df.pos, -(plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop_not_sweept)
        ax2.legend(loc='upper right')
        ax2.set_ylabel('Admixture proportion')

        for tup in extended_peak_regions_10.itertuples():
            g = ax2.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))

#        sns.despine(trim=True)
        ax2.set_ylim(-1, 0)

NB: set plot_df back to analysis without repeats:

In [59]:
plot_df = stairs(win_means)
In [60]:
# plot_df = merged_data.loc[~merged_data.region_1.isin(['Africa']),
#                     ['admix_prop', 'start', 'end']].groupby(['start', 'end']).mean()
# plot_df['admix_prop_not_sweept'] = merged_data.loc[(merged_data.swept == False) & ~merged_data.region_1.isin(['Africa']), 
#                       ['admix_prop', 'start', 'end']].groupby(['start', 'end']).admix_prop.mean()
# plot_df['nr_swept'] = merged_data.loc[~merged_data.region_1.isin(['Africa']), 
#                       ['swept', 'start', 'end']].groupby(['start', 'end']).swept.sum()
# plot_df['nr_total'] = merged_data.loc[~merged_data.region_1.isin(['Africa']), 
#                       ['swept', 'start', 'end']].groupby(['start', 'end']).swept.size()
# plot_df['prop_swept'] = plot_df.nr_swept / plot_df.nr_total
# plot_df.reset_index(inplace=True)
# #plot_df = stairs(plot_df)
# plot_df.head()

Admixture and ILS, ampl. regions and 10% regions:

In [61]:
plot_df = stairs(win_means)

with sns.color_palette('colorblind'):
    with sns.axes_style('ticks'):

        fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(15,10))
        ax1.plot(plot_df.pos, plot_df.admix_prop_not_sweept, label='not swept')
        ax1.plot(plot_df.pos, plot_df.admix_prop, label='all')
        ax1.plot(plot_df.pos, plot_df.admix_prop - plot_df.admix_prop_not_sweept, label='difference')
        ax1.legend(loc='upper right')
        ax1.set_ylabel('Admixture proportion')
        
        ax2.plot(plot_df.pos, plot_df.admix_prop_not_sweept - plot_df.admix_prop)
        ax2.set_ylabel('Admixture reduction')

        ax3.plot(plot_df.pos, (plot_df.admix_prop_not_sweept - plot_df.admix_prop)/plot_df.admix_prop)
        ax3.set_ylabel('Admixture fold reduction')

        for tup in extended_peak_regions_10.itertuples():
            g = ax1.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                     facecolor='lightgray', 
                     linewidth=0,
        #              edgecolor=None,
                     alpha=0.5,
                     zorder=1))
            g = ax2.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 1, 
                 facecolor='lightgray', 
                 linewidth=0,
        #              edgecolor=None,
                 alpha=0.5,
                 zorder=1))
            
        for tup in human_chimp_low_ils_regions_chrX.itertuples():
            g = ax1.add_patch(Rectangle((tup.start, 0), tup.end-tup.start, 1, 
                         facecolor='lightblue',
                         linewidth=0,
                         alpha=0.3,
                         zorder=0))
            
        for tup in ampliconic_regions.itertuples():
            g = ax1.add_patch(Rectangle((tup.start, 0), tup.end-tup.start, 1, 
                         facecolor='pink',
                         linewidth=0,
                         alpha=1,
                         zorder=0))            
            
            
        sns.despine(trim=True)
#mpld3.display() 
In [62]:
#mpld3.display(fig)        
In [63]:
with sns.axes_style('ticks'):
    plt.figure(figsize=(15,6))
    plot_df = stairs(merged_data.loc[merged_data.swept == False], endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop)
    plot_df = stairs(merged_data, endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop) ;

    for tup in extended_peak_regions_10.itertuples():
        ax.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                 facecolor='lightgray', linewidth=0, alpha=0.5, zorder=1))
In [64]:
with sns.axes_style('ticks'):
    plt.figure(figsize=(15,6))
    plot_df = stairs(merged_data.loc[merged_data.swept == False], endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop)
    plot_df = stairs(merged_data, endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop) ;

    for tup in extended_peak_regions_10.itertuples():
        ax.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                 facecolor='lightgray', linewidth=0, alpha=0.5, zorder=1))
    ax.set_xlim(44e6, 55e6)
In [65]:
with sns.axes_style('ticks'):
    plt.figure(figsize=(15,6))
    plot_df = stairs(merged_data.loc[merged_data.swept == False], endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop)
    plot_df = stairs(merged_data, endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop) ;

    for tup in extended_peak_regions_10.itertuples():
        ax.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                 facecolor='lightgray', linewidth=0, alpha=0.5, zorder=1))
    ax.set_xlim(120e6, 130e6)
In [66]:
with sns.axes_style('ticks'):
    plt.figure(figsize=(15,6))
    plot_df = stairs(merged_data.loc[merged_data.swept == False], endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop)
    plot_df = stairs(merged_data, endtrim=1)
    ax = sns.lineplot(plot_df.pos, plot_df.admix_prop) ;

    for tup in extended_peak_regions_10.itertuples():
        ax.add_patch(Rectangle((tup.start_pos, -1), tup.end_pos-tup.start_pos, 2, 
                 facecolor='lightgray', linewidth=0, alpha=0.5, zorder=1))
    ax.set_yscale('log')
In [67]:
fig, axes = plt.subplots(6, 1, figsize=(15,20), sharex=True, sharey=True)
for i, region in enumerate(['WestEurasia', 'CentralAsiaSiberia', 'SouthAsia', 'Oceania', 'EastAsia', 'America']):
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region) & (merged_data.swept == False)], endtrim=1)
    sns.lineplot(df.pos, df.admix_prop, ax=axes[i])
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region)], endtrim=1)
    axes[i].set_title(region)
    sns.lineplot(df.pos, df.admix_prop, ax=axes[i])
In [68]:
fig, axes = plt.subplots(6, 1, figsize=(15,20), sharex=True, sharey=True)
for i, region in enumerate(['WestEurasia', 'CentralAsiaSiberia', 'SouthAsia', 'Oceania', 'EastAsia', 'America']):
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region) & (merged_data.swept == False)], endtrim=1)
    sns.lineplot(df.pos, df.archaic_snps, ax=axes[i])
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region)], endtrim=1)
    axes[i].set_title(region)
    sns.lineplot(df.pos, df.archaic_snps, ax=axes[i])
In [69]:
fig, axes = plt.subplots(6, 1, figsize=(15,20), sharex=True, sharey=True)
for i, region in enumerate(['WestEurasia', 'CentralAsiaSiberia', 'SouthAsia', 'Oceania', 'EastAsia', 'America']):
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region) & (merged_data.swept == False)], endtrim=1)
    sns.lineplot(df.pos, df.denisova_snps, ax=axes[i])
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region)], endtrim=1)
    axes[i].set_title(region)
    sns.lineplot(df.pos, df.denisova_snps, ax=axes[i])
In [ ]:
fig, axes = plt.subplots(6, 1, figsize=(15,20), sharex=True, sharey=True)
for i, region in enumerate(['WestEurasia', 'CentralAsiaSiberia', 'SouthAsia', 'Oceania', 'EastAsia', 'America']):
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region) & (merged_data.swept == False)], endtrim=1)
    sns.lineplot(df.pos, df.altai_snps, ax=axes[i])
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region)], endtrim=1)
    axes[i].set_title(region)
    sns.lineplot(df.pos, df.altai_snps, ax=axes[i])
In [ ]:
fig, axes = plt.subplots(6, 1, figsize=(15,20), sharex=True, sharey=True)
for i, region in enumerate(['WestEurasia', 'CentralAsiaSiberia', 'SouthAsia', 'Oceania', 'EastAsia', 'America']):
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region) & (merged_data.swept == False)], endtrim=1)
    sns.lineplot(df.pos, df.vindija_snps, ax=axes[i])
    df = stairs(merged_data.loc[(merged_data.region_label_1 == region)], endtrim=1)
    axes[i].set_title(region)
    sns.lineplot(df.pos, df.vindija_snps, ax=axes[i])
In [ ]:
# plt.figure(figsize=(20,5))
# #plt.plot(merged_data.start, merged_data.admix_prop)
# filtered = lowess(merged_data.admix_prop, merged_data.start, is_sorted=False, frac=0.001, it=0)
# plt.plot(filtered[:,0], filtered[:,1], color='orange')
# plt.show()
In [ ]: